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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 interactive Survival Scatter plot allows for the cutoff to be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Survival analysis". Under the Survival Scatter plot the p-score landscape is shown together with the difference in median between survival time for patients who have died with respect to high and low expression. This is intended to aid the user in exploring custom cutoffs.
Individual patient data is displayed in an interactive plot 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).
RRAS is prognostic, high expression is unfavourable in renal cancer
Stage:
Survival analysis
Current cut off: Best expression cut offi
Based on the FPKM value of each gene, we classified the patients into two groups and examined their prognoses. In the analysis, we excluded genes with low expression, i.e., those with a median expression among samples less than FPKM 1. The prognosis of each group of patients was examined by Kaplan-Meier survival estimators, and the survival outcomes of the two groups were compared by log-rank tests. To choose the best FPKM cut-offs for grouping the patients most significantly, all FPKM values from the 20th to 80th percentiles were used to group the patients, significant differences in the survival outcomes of the groups were examined and the value yielding the lowest log-rank P value is selected.
: 68.02
Median expression: N/A
Median follow up time: 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
51.6
Number of samples
877
Samples
Sample
Description
FPKM
TCGA-BP-5185-01A
56 years, male, white, stage:i, alive, 1132 days
222.7
TCGA-G7-A8LC-01A
61 years, male, white, stage:i, alive, 702 days
222.1
TCGA-F9-A7Q0-01A
37 years, female, asian, stage:i, alive, 398 days
201.1
TCGA-G6-A8L7-01A
81 years, female, black or african american, stage:i, alive, 2133 days
199.8
TCGA-B0-4697-01A
46 years, female, white, stage:iv, dead, 578 days
180.2
TCGA-CJ-4642-01B
47 years, male, white, stage:ii, alive, 3205 days
179.5
TCGA-B0-4821-01A
68 years, female, asian, stage:iii, dead, 1230 days
178.9
TCGA-P4-A5EA-01A
54 years, female, white, stage:iii, dead, 201 days
178.4
TCGA-HE-A5NK-01A
82 years, male, alive, 2228 days
171.4
TCGA-BQ-5888-01A
74 years, female, white, stage:i, alive, 403 days
163.2
TCGA-CZ-5469-01A
41 years, male, white, stage:ii, dead, 946 days
160.1
TCGA-B0-4822-01A
78 years, male, white, stage:ii, dead, 1111 days
156.8
TCGA-Y8-A896-01A
62 years, male, white, stage:iii, alive, 567 days
155.1
TCGA-UN-AAZ9-01A
76 years, female, black or african american, stage:i, alive, 548 days
154.1
TCGA-B0-5100-01A
72 years, male, black or african american, stage:iii, dead, 1913 days
143.3
TCGA-B0-4698-01A
75 years, male, white, stage:iv, dead, 42 days
141.8
TCGA-BQ-5894-01A
42 years, male, stage:iv, alive, 84 days
141.5
TCGA-BQ-5889-01A
63 years, male, white, stage:iv, dead, 329 days
141.2
TCGA-G7-6796-01A
58 years, male, white, stage:i, alive, 2173 days
140.1
TCGA-G7-6793-01A
60 years, female, white, stage:iv, dead, 336 days
139.5
TCGA-CJ-4891-01A
57 years, female, white, stage:iii, dead, 819 days
138.2
TCGA-AK-3454-01A
84 years, male, white, stage:i, alive, 874 days
136.1
TCGA-MH-A854-01A
62 years, female, black or african american, stage:i, alive, 536 days
134.7
TCGA-CJ-5682-01A
60 years, male, white, stage:iv, alive, 3736 days
134.2
TCGA-P4-A5E8-01A
57 years, male, white, stage:iii, dead, 1306 days
132.4
TCGA-AK-3426-01A
37 years, male, white, stage:iii, dead, 885 days
132.4
TCGA-IZ-A6M9-01A
63 years, male, white, stage:i, alive, 376 days
129.6
TCGA-BP-4352-01A
74 years, female, white, stage:iv, dead, 344 days
128.6
TCGA-B0-4712-01A
76 years, male, white, stage:iv, dead, 1337 days
127.6
TCGA-B1-A656-01A
64 years, male, white, stage:i, alive, 618 days
126.7
TCGA-AL-7173-01A
72 years, female, white, stage:iv, alive, 2060 days
126.1
TCGA-G6-A8L6-01A
55 years, male, black or african american, stage:iv, dead, 313 days
125.8
TCGA-CJ-5676-01A
47 years, male, white, stage:iii, alive, 4067 days
124.7
TCGA-BQ-5879-01A
32 years, female, white, stage:iii, dead, 697 days
124.1
TCGA-B0-4700-01A
60 years, male, white, stage:iv, dead, 1980 days
123.6
TCGA-G7-6789-01A
53 years, female, white, stage:iv, dead, 122 days
118.3
TCGA-G6-A5PC-01A
54 years, female, black or african american, stage:iv, dead, 242 days
116.6
TCGA-CJ-4869-01A
49 years, male, white, stage:iii, alive, 2554 days
115.0
TCGA-P4-A5ED-01A
51 years, male, white, stage:i, alive, 2816 days
114.6
TCGA-CJ-4882-01A
57 years, male, black or african american, stage:iii, alive, 1883 days
113.8
TCGA-B9-A5W8-01A
50 years, male, black or african american, stage:ii, alive, 524 days
112.6
TCGA-BP-4776-01A
52 years, male, white, stage:i, alive, 411 days
110.9
TCGA-B0-4842-01A
74 years, female, white, stage:iii, dead, 1724 days
107.9
TCGA-AK-3451-01A
48 years, male, white, stage:ii, alive, 2868 days
107.9
TCGA-MM-A84U-01A
58 years, female, black or african american, stage:i, alive, 700 days
107.9
TCGA-B0-4706-01A
61 years, male, white, stage:iii, dead, 65 days
107.0
TCGA-B8-4153-01B
74 years, male, white, stage:iii, alive, 762 days
105.0
TCGA-B0-5692-01A
66 years, female, white, stage:iii, alive, 3944 days
104.3
TCGA-BP-4761-01A
57 years, male, white, stage:iii, alive, 182 days
104.1
TCGA-BP-5000-01A
40 years, male, white, stage:i, alive, 563 days
103.2
TCGA-SX-A7SM-01A
60 years, male, black or african american, stage:iv, dead, 363 days
101.7
TCGA-BP-5201-01A
63 years, male, white, stage:iv, alive, 951 days
101.0
TCGA-BQ-7058-01A
81 years, male, white, stage:iii, dead, 343 days
100.3
TCGA-UZ-A9PL-01A
59 years, male, white, stage:ii, alive, 3152 days
98.9
TCGA-GL-8500-01A
63 years, male, white, stage:i, alive, 841 days
98.6
TCGA-MH-A562-01A
57 years, male, black or african american, stage:i, alive, 616 days
98.5
TCGA-2Z-A9JQ-01A
66 years, male, white, stage:i, alive, 778 days
98.3
TCGA-B0-5107-01A
65 years, female, white, stage:iv, dead, 927 days
98.1
TCGA-MM-A563-01A
41 years, male, black or african american, alive, 591 days
98.0
TCGA-B1-A654-01A
43 years, female, black or african american, stage:i, alive, 616 days
98.0
TCGA-F9-A8NY-01A
38 years, female, asian, stage:iv, alive, 36 days
97.3
TCGA-F9-A4JJ-01A
35 years, female, black or african american, stage:iii, dead, 325 days
96.8
TCGA-B0-4844-01A
60 years, male, white, stage:iv, dead, 313 days
96.3
TCGA-B0-4691-01A
55 years, male, white, stage:iv, dead, 139 days
96.2
TCGA-BP-4981-01A
75 years, female, white, stage:iii, dead, 1097 days
95.6
TCGA-B0-4839-01A
80 years, female, white, stage:i, dead, 1639 days
95.4
TCGA-G6-A8L8-01A
62 years, female, black or african american, stage:i, dead, 1091 days
95.2
TCGA-AL-A5DJ-01A
55 years, female, white, stage:iii, dead, 1498 days
95.2
TCGA-KO-8404-01A
78 years, male, white, stage:iv, dead, 325 days
95.0
TCGA-B1-A47O-01A
54 years, female, white, stage:i, alive, 842 days
94.8
TCGA-CJ-5679-01A
73 years, male, white, stage:iii, dead, 679 days
94.4
TCGA-AK-3458-01A
48 years, male, white, stage:i, alive, 1168 days
94.2
TCGA-BP-4985-01A
72 years, male, white, stage:iii, dead, 952 days
93.7
TCGA-B0-4841-01A
63 years, male, white, stage:iv, dead, 204 days
92.8
TCGA-B0-4718-01A
57 years, male, white, stage:iii, alive, 1778 days
92.6
TCGA-B0-4707-01A
63 years, male, white, stage:iii, dead, 600 days
91.8
TCGA-CJ-4876-01A
57 years, male, white, stage:ii, alive, 1955 days
91.7
TCGA-KN-8427-01A
54 years, male, white, stage:iv, alive, 30 days
91.2
TCGA-B0-5400-01A
59 years, female, white, stage:iii, alive, 1733 days
91.1
TCGA-B0-4836-01A
61 years, male, white, stage:iv, dead, 1238 days
90.8
TCGA-2Z-A9J5-01A
80 years, male, white, stage:ii, alive, 3050 days
90.3
TCGA-DV-A4VX-01A
59 years, male, black or african american, stage:iv, dead, 1626 days
90.3
TCGA-GL-7773-01A
63 years, male, white, stage:i, alive, 393 days
89.1
TCGA-B0-4843-01A
57 years, male, white, stage:iii, dead, 320 days
88.4
TCGA-BP-5191-01A
80 years, male, white, stage:iii, alive, 967 days
87.9
TCGA-B0-4810-01A
47 years, male, white, stage:iii, dead, 478 days
87.6
TCGA-A3-3346-01A
68 years, male, white, stage:i, dead, 137 days
87.2
TCGA-P4-AAVL-01A
85 years, male, white, stage:iii, dead, 487 days
86.8
TCGA-B0-5080-01A
63 years, male, white, stage:iv, dead, 342 days
86.6
TCGA-BQ-5877-01A
60 years, male, black or african american, stage:iv, dead, 270 days
86.5
TCGA-BP-4167-01A
60 years, male, white, stage:iii, alive, 2718 days
86.2
TCGA-MH-A856-01A
54 years, male, white, stage:i, alive, 947 days
85.3
TCGA-CJ-4895-01A
62 years, male, white, stage:iv, dead, 1200 days
85.0
TCGA-A4-7915-01A
35 years, female, black or african american, stage:ii, alive, 7 days
84.9
TCGA-B1-A47M-01A
79 years, male, black or african american, stage:iii, alive, 659 days
84.6
TCGA-2Z-A9JP-01A
63 years, male, white, stage:i, alive, 893 days
84.4
TCGA-B1-A47N-01A
62 years, male, white, stage:i, alive, 1110 days
84.2
TCGA-CJ-4873-01A
85 years, female, white, stage:iii, alive, 2259 days
83.9
TCGA-A4-7583-01A
60 years, male, black or african american, stage:i, alive, 3 days
83.7
TCGA-UZ-A9PP-01A
60 years, male, white, stage:i, alive, 3010 days
83.7
TCGA-3Z-A93Z-01A
69 years, male, black or african american, stage:i, alive, 385 days
83.4
TCGA-CZ-5451-01A
74 years, male, white, stage:ii, alive, 1929 days
83.1
TCGA-IA-A83W-01A
70 years, male, white, stage:i, dead, 2043 days
82.6
TCGA-BP-4770-01A
73 years, female, white, stage:iv, dead, 329 days
82.5
TCGA-WN-A9G9-01A
male, white, stage:i, alive, 791 days
82.2
TCGA-CJ-4872-01A
51 years, male, white, stage:i, alive, 326 days
82.2
TCGA-B0-5702-01A
71 years, male, white, stage:i, alive, 2172 days
81.8
TCGA-2Z-A9JT-01A
71 years, male, white, stage:i, alive, 684 days
81.0
TCGA-B0-4819-01A
60 years, female, white, stage:iv, dead, 183 days
81.0
TCGA-B0-4837-01A
63 years, male, white, stage:i, dead, 1378 days
80.8
TCGA-BP-4349-01A
68 years, female, white, stage:i, alive, 372 days
80.3
TCGA-CJ-5683-01A
78 years, male, white, stage:i, alive, 1889 days
80.3
TCGA-BP-4341-01A
67 years, male, white, stage:iii, dead, 1589 days
79.8
TCGA-A4-7286-01A
42 years, male, white, alive, 554 days
79.7
TCGA-BP-5199-01A
58 years, male, white, stage:ii, alive, 1355 days
79.4
TCGA-CZ-5468-01A
84 years, male, white, stage:iv, dead, 59 days
79.0
TCGA-EU-5907-01A
81 years, male, white, stage:iii, alive, 127 days
79.0
TCGA-CW-5584-01A
74 years, male, white, stage:iii, dead, 164 days
78.8
TCGA-B0-4813-01A
68 years, male, white, stage:iii, dead, 18 days
78.6
TCGA-AK-3434-01A
72 years, male, white, stage:i, alive, 2087 days
78.4
TCGA-MM-A564-01A
68 years, male, black or african american, stage:ii, alive, 607 days
78.0
TCGA-B0-5081-01A
80 years, female, white, stage:iii, dead, 362 days
77.9
TCGA-CJ-5671-01A
51 years, male, white, stage:i, alive, 3987 days
77.8
TCGA-BP-5169-01A
70 years, male, white, stage:i, alive, 193 days
77.6
TCGA-BQ-7049-01A
45 years, female, white, stage:i, dead, 1364 days
77.3
TCGA-B8-A54I-01A
48 years, male, black or african american, stage:i, alive, 150 days
77.1
TCGA-CJ-5672-01A
84 years, male, white, stage:i, dead, 2190 days
77.0
TCGA-B0-4845-01A
70 years, male, white, stage:iv, dead, 1986 days
76.6
TCGA-B2-4099-01A
83 years, male, white, stage:i, alive, 972 days
76.4
TCGA-BP-4804-01A
59 years, male, white, stage:i, alive, 1459 days
76.2
TCGA-F9-A7VF-01A
75 years, female, white, stage:i, alive, 73 days
75.9
TCGA-BP-4159-01A
70 years, male, white, stage:i, dead, 2601 days
75.5
TCGA-CW-5590-01A
51 years, male, white, stage:iv, dead, 1075 days
75.1
TCGA-BP-4758-01A
40 years, male, white, stage:i, alive, 2208 days
74.8
TCGA-BP-5010-01A
63 years, male, white, stage:iii, dead, 878 days
74.8
TCGA-BP-5183-01A
57 years, male, white, stage:iii, alive, 1291 days
74.5
TCGA-SX-A71R-01A
51 years, male, white, stage:i, alive, 1457 days
74.3
TCGA-A3-3383-01A
52 years, male, white, stage:i, alive, 861 days
74.3
TCGA-BP-4983-01A
67 years, female, asian, stage:iii, alive, 1413 days
74.1
TCGA-BP-4795-01A
74 years, female, white, stage:i, alive, 620 days
74.1
TCGA-BP-5178-01A
71 years, male, white, stage:iv, dead, 1912 days
73.7
TCGA-CJ-5678-01A
62 years, male, black or african american, stage:iv, dead, 574 days
73.5
TCGA-4A-A93Y-01A
63 years, female, black or african american, stage:ii, alive, 352 days
73.2
TCGA-BP-5170-01A
55 years, male, white, stage:i, alive, 2412 days
73.2
TCGA-B0-4847-01A
60 years, male, white, stage:iv, dead, 793 days
72.7
TCGA-BP-4354-01A
41 years, male, white, stage:iv, dead, 1034 days
72.6
TCGA-B0-5710-01A
57 years, male, white, stage:i, alive, 2430 days
72.6
TCGA-B2-5639-01A
46 years, male, white, stage:iv, dead, 1003 days
71.6
TCGA-PJ-A5Z8-01A
60 years, female, white, stage:i, alive, 600 days
71.5
TCGA-5P-A9JW-01A
64 years, male, white, alive, 3241 days
71.4
TCGA-A4-7828-01A
74 years, female, black or african american, stage:i, alive, 238 days
71.0
TCGA-A4-8098-01A
73 years, male, black or african american, stage:i, alive, 896 days
70.8
TCGA-BP-4327-01A
75 years, female, white, stage:ii, dead, 109 days
70.5
TCGA-B0-5402-01A
64 years, male, white, stage:iv, alive, 1290 days
70.4
TCGA-DW-5561-01A
51 years, male, black or african american, stage:i, alive, 414 days
70.3
TCGA-BQ-7044-01A
73 years, male, white, stage:iii, alive, 3760 days
70.2
TCGA-BP-4342-01A
79 years, male, white, stage:ii, dead, 2256 days
70.1
TCGA-B9-A44B-01A
70 years, male, black or african american, stage:iii, alive, 361 days
70.0
TCGA-CJ-4881-01A
41 years, male, white, stage:iii, alive, 2014 days
69.9
TCGA-AL-3472-01A
57 years, male, black or african american, alive, 2029 days
69.7
TCGA-KV-A6GD-01A
85 years, male, white, stage:i, alive, 560 days
69.7
TCGA-B0-5092-01A
53 years, female, white, stage:iv, dead, 459 days
69.5
TCGA-CZ-5456-01A
57 years, male, white, stage:ii, alive, 2422 days
69.4
TCGA-B0-5696-01A
70 years, male, white, stage:iii, alive, 2609 days
69.4
TCGA-BP-5175-01A
60 years, male, white, stage:i, alive, 932 days
69.4
TCGA-IA-A83V-01A
63 years, male, white, stage:i, dead, 2941 days
69.3
TCGA-B8-4143-01A
66 years, female, white, stage:iv, dead, 709 days
69.2
TCGA-BP-4165-01A
64 years, female, white, stage:i, alive, 3037 days
69.1
TCGA-B0-5084-01A
33 years, male, white, stage:iv, dead, 222 days
69.1
TCGA-5P-A9JZ-01A
51 years, female, white, alive, 2744 days
68.9
TCGA-2Z-A9JK-01A
50 years, male, white, stage:iii, alive, 1186 days
68.9
TCGA-B0-5695-01A
61 years, female, white, stage:i, alive, 2150 days
68.7
TCGA-CJ-5689-01A
90 years, male, white, stage:i, dead, 1620 days
68.7
TCGA-5P-A9K3-01A
59 years, male, white, dead, 471 days
68.5
TCGA-BP-4971-01A
40 years, male, white, stage:iii, alive, 1487 days
68.5
TCGA-CW-6097-01A
32 years, male, white, stage:iii, dead, 571 days
68.2
TCGA-B8-A8YJ-01A
60 years, female, black or african american, stage:i, alive, 431 days
68.0
TCGA-BQ-5893-01A
61 years, male, white, stage:iv, dead, 241 days
68.0
TCGA-A4-A5Y0-01A
61 years, female, white, stage:i, alive, 252 days
68.0
TCGA-BP-5177-01A
46 years, female, white, stage:i, alive, 293 days
67.5
TCGA-BP-4759-01A
50 years, male, white, stage:i, alive, 2372 days
67.4
TCGA-CZ-5452-01A
69 years, male, white, stage:ii, alive, 1789 days
67.4
TCGA-2Z-A9J2-01A
71 years, female, white, stage:i, alive, 1795 days
67.3
TCGA-B0-5700-01A
77 years, male, white, stage:i, alive, 1790 days
67.3
TCGA-B8-A54J-01A
60 years, male, black or african american, stage:ii, alive, 528 days
67.3
TCGA-AL-3473-01A
55 years, male, white, stage:ii, alive, 1906 days
67.2
TCGA-BP-4329-01A
75 years, male, white, stage:iii, dead, 845 days
67.1
TCGA-DW-7834-01A
53 years, male, white, stage:i, alive, 3950 days
67.0
TCGA-B0-5703-01A
73 years, male, white, stage:i, alive, 2246 days
66.8
TCGA-CZ-5460-01A
55 years, male, white, stage:iv, alive, 2873 days
66.8
TCGA-G7-A4TM-01A
41 years, male, black or african american, stage:i, alive, 768 days
66.7
TCGA-IA-A40U-01A
56 years, male, white, stage:iii, alive, 511 days
66.7
TCGA-SX-A7SU-01A
47 years, male, stage:i, alive, 1331 days
66.7
TCGA-BP-4771-01A
62 years, male, white, stage:iv, dead, 162 days
66.2
TCGA-B0-4703-01A
51 years, male, white, stage:iv, dead, 182 days
66.2
TCGA-B0-5690-01A
53 years, female, white, stage:i, alive, 3392 days
66.1
TCGA-B0-5709-01A
62 years, female, white, stage:iii, alive, 3974 days
66.1
TCGA-B0-4811-01A
48 years, male, white, stage:iii, dead, 1417 days
66.0
TCGA-B0-4714-01A
81 years, male, white, stage:iv, dead, 99 days
65.3
TCGA-AK-3453-01A
58 years, female, white, stage:ii, alive, 2531 days
65.3
TCGA-CJ-4637-01A
52 years, female, white, stage:iv, dead, 2227 days
65.1
TCGA-G7-A8LB-01A
70 years, male, white, stage:iv, alive, 547 days
65.0
TCGA-CZ-5462-01A
83 years, male, white, stage:iv, dead, 311 days
64.8
TCGA-B8-4154-01A
73 years, female, white, stage:i, alive, 1380 days
64.7
TCGA-CZ-4860-01A
60 years, male, white, stage:iv, dead, 206 days
64.2
TCGA-SX-A7SL-01A
74 years, male, stage:i, alive, 823 days
64.2
TCGA-BP-4762-01A
42 years, male, white, stage:i, dead, 1343 days
64.0
TCGA-UZ-A9PN-01A
54 years, male, white, stage:iii, dead, 1136 days
64.0
TCGA-2Z-A9JJ-01A
69 years, female, white, stage:i, alive, 1213 days
64.0
TCGA-B3-3926-01A
59 years, female, white, stage:i, alive, 883 days
63.8
TCGA-B0-5096-01A
72 years, female, white, stage:iii, dead, 68 days
63.8
TCGA-P4-A5E6-01A
67 years, male, black or african american, stage:iii, alive, 3035 days
63.7
TCGA-BP-4355-01A
59 years, female, white, stage:iii, dead, 953 days
63.5
TCGA-DW-7836-01A
55 years, male, white, stage:i, alive, 1093 days
63.4
TCGA-AK-3429-01A
54 years, female, white, stage:ii, alive, 3328 days
63.4
TCGA-B0-4814-01A
58 years, male, white, stage:iv, dead, 168 days
63.3
TCGA-CJ-4892-01A
65 years, female, white, stage:i, alive, 1521 days
63.3
TCGA-BP-4769-01A
63 years, male, white, stage:i, alive, 1876 days
63.2
TCGA-HE-A5NI-01A
73 years, male, stage:i, alive, 360 days
63.2
TCGA-B1-7332-01A
61 years, female, black or african american, stage:ii, alive, 1141 days
63.1
TCGA-CZ-5461-01A
52 years, male, white, stage:iv, dead, 330 days
62.7
TCGA-A3-A6NN-01A
78 years, male, black or african american, stage:i, alive, 3 days
62.6
TCGA-BP-4345-01A
62 years, male, white, stage:iii, alive, 1516 days
62.5
TCGA-SX-A7SN-01A
52 years, male, white, stage:i, alive, 578 days
62.3
TCGA-CJ-4640-01A
49 years, male, white, stage:iii, alive, 3480 days
62.3
TCGA-DV-A4VZ-01A
53 years, male, black or african american, stage:i, alive, 365 days
62.0
TCGA-A4-A6HP-01A
66 years, male, white, stage:i, alive, 379 days
62.0
TCGA-AK-3425-01A
68 years, male, white, stage:i, alive, 3343 days
61.8
TCGA-DW-7841-01A
61 years, male, black or african american, stage:i, alive, 445 days
61.4
TCGA-B0-4848-01A
54 years, male, white, stage:iii, dead, 883 days
61.0
TCGA-AK-3436-01A
40 years, male, white, stage:iv, alive, 3331 days
60.9
TCGA-BP-4968-01A
40 years, male, white, stage:i, alive, 1746 days
60.9
TCGA-DV-5568-01A
26 years, male, white, stage:i, alive, 370 days
60.8
TCGA-BP-4960-01A
46 years, male, white, stage:ii, alive, 2172 days
60.6
TCGA-BP-5180-01A
53 years, male, white, stage:i, alive, 2263 days
60.5
TCGA-BP-4351-01A
51 years, female, white, stage:iii, alive, 970 days
60.4
TCGA-BP-5184-01A
54 years, male, white, stage:i, alive, 1133 days
60.4
TCGA-B0-4824-01A
49 years, female, white, stage:i, dead, 1657 days
60.3
TCGA-BP-5198-01A
72 years, male, white, stage:iii, alive, 603 days
60.2
TCGA-B0-5109-01A
69 years, male, white, stage:iii, dead, 587 days
60.1
TCGA-B0-5085-01A
76 years, female, white, stage:iii, dead, 770 days
60.1
TCGA-CJ-4920-01A
64 years, female, white, stage:i, dead, 139 days
60.0
TCGA-BP-5001-01A
43 years, female, white, stage:i, alive, 1177 days
60.0
TCGA-CZ-5987-01A
60 years, male, white, stage:iv, dead, 445 days
59.9
TCGA-AK-3428-01A
62 years, male, white, stage:iii, alive, 3728 days
59.8
TCGA-B0-4828-01A
79 years, male, white, stage:iv, dead, 307 days
59.7
TCGA-GL-7966-01A
28 years, female, white, stage:iii, alive, 112 days
59.6
TCGA-AK-3427-01A
65 years, male, white, stage:i, alive, 3583 days
59.6
TCGA-BP-4343-01A
64 years, male, white, stage:iii, dead, 1912 days
59.6
TCGA-IA-A40Y-01A
60 years, female, white, stage:iii, alive, 62 days
59.5
TCGA-B8-5551-01A
65 years, female, black or african american, stage:i, alive, 16 days
59.4
TCGA-CJ-4887-01A
48 years, male, white, stage:iv, dead, 932 days
59.4
TCGA-CJ-6031-01A
54 years, male, white, stage:i, alive, 1906 days
59.3
TCGA-CJ-6027-01A
77 years, male, white, stage:i, dead, 3615 days
59.1
TCGA-CZ-5459-01A
63 years, male, white, stage:iii, alive, 1683 days
59.0
TCGA-KV-A6GE-01A
65 years, male, white, stage:i, alive, 885 days
59.0
TCGA-B8-A54H-01A
69 years, female, black or african american, stage:ii, alive, 256 days
58.8
TCGA-KM-8442-01A
38 years, male, stage:ii, alive, 1437 days
58.8
TCGA-BQ-5882-01A
54 years, male, stage:iii, dead, 658 days
58.4
TCGA-BP-5176-01A
78 years, female, white, stage:i, dead, 1590 days
58.3
TCGA-CJ-5677-01A
54 years, female, white, stage:iv, dead, 782 days
58.2
TCGA-DW-5560-01A
38 years, female, white, stage:i, alive, 1486 days
58.2
TCGA-BP-5196-01A
54 years, male, white, stage:i, alive, 1018 days
58.1
TCGA-MH-A55Z-01A
65 years, male, black or african american, stage:i, alive, 845 days
58.1
TCGA-O9-A75Z-01A
44 years, male, white, stage:i, alive, 471 days
58.1
TCGA-BP-5174-01A
45 years, female, white, stage:i, alive, 2257 days
58.0
TCGA-P4-A5EB-01A
83 years, male, white, stage:i, alive, 3015 days
57.9
TCGA-BP-4335-01A
65 years, female, white, stage:iv, dead, 475 days
57.9
TCGA-A3-3306-01A
67 years, male, white, stage:i, alive, 1120 days
57.8
TCGA-BQ-5885-01A
63 years, male, white, stage:iii, alive, 921 days
57.6
TCGA-DV-5573-01A
41 years, male, white, stage:i, alive, 1130 days
57.4
TCGA-B4-5836-01A
61 years, female, white, stage:i, alive, 141 days
57.4
TCGA-CJ-6033-01A
54 years, female, white, stage:iv, dead, 224 days
57.3
TCGA-BQ-5880-01A
79 years, male, white, stage:iii, dead, 1314 days
57.2
TCGA-BP-4338-01A
43 years, male, white, stage:i, alive, 2859 days
57.1
TCGA-BP-4161-01A
74 years, male, white, stage:i, alive, 2746 days
57.1
TCGA-B0-4833-01A
82 years, female, white, stage:i, dead, 2386 days
57.0
TCGA-SX-A71U-01A
57 years, male, white, stage:i, alive, 1357 days
56.9
TCGA-MH-A560-01A
62 years, male, white, stage:i, alive, 924 days
56.8
TCGA-BP-4774-01A
57 years, female, white, stage:i, alive, 1885 days
56.8
TCGA-CJ-4636-01A
51 years, male, white, stage:iii, alive, 1924 days
56.7
TCGA-BP-4962-01A
58 years, male, white, stage:ii, alive, 1785 days
56.6
TCGA-5P-A9JY-01A
79 years, male, white, dead, 1508 days
56.5
TCGA-2Z-A9J1-01A
71 years, male, white, stage:i, alive, 2298 days
56.5
TCGA-Y8-A8S1-01A
61 years, male, white, stage:i, alive, 404 days
56.2
TCGA-A3-A6NI-01A
47 years, male, black or african american, stage:i, alive, 1018 days
56.2
TCGA-Q2-A5QZ-01A
61 years, female, black or african american, stage:iii, alive, 428 days
56.1
TCGA-CJ-4900-01A
69 years, female, white, stage:iv, dead, 1714 days
56.0
TCGA-EU-5905-01A
67 years, female, white, stage:i, alive, 119 days
56.0
TCGA-B8-A54K-01A
61 years, male, black or african american, stage:i, alive, 469 days
55.9
TCGA-B0-4817-01A
81 years, male, white, stage:iii, dead, 1019 days
55.8
TCGA-G7-6797-01A
46 years, male, white, stage:iii, alive, 765 days
55.4
TCGA-CZ-5457-01A
62 years, male, white, stage:iii, alive, 2754 days
55.0
TCGA-CZ-4857-01A
56 years, male, white, stage:iv, dead, 1432 days
55.0
TCGA-B8-4151-01A
51 years, female, white, stage:iii, alive, 1299 days
54.9
TCGA-B0-4818-01A
68 years, female, white, stage:ii, dead, 510 days
54.7
TCGA-B0-5707-01A
39 years, female, white, stage:i, alive, 3744 days
54.6
TCGA-CZ-4856-01A
62 years, female, white, stage:i, alive, 18 days
54.6
TCGA-A4-7732-01A
55 years, male, black or african american, alive, 582 days
54.6
TCGA-5P-A9JV-01A
49 years, male, white, alive, 2043 days
54.4
TCGA-CW-6087-01A
61 years, male, white, stage:iv, dead, 41 days
54.2
TCGA-Y8-A898-01A
69 years, male, white, stage:i, alive, 475 days
54.2
TCGA-CZ-5466-01A
67 years, male, stage:iii, alive, 685 days
54.2
TCGA-AK-3431-01A
62 years, female, white, stage:ii, dead, 2241 days
54.2
TCGA-CJ-4916-01A
69 years, female, white, stage:iii, alive, 1373 days
54.1
TCGA-B0-5121-01A
56 years, male, white, stage:i, alive, 1485 days
54.1
TCGA-EV-5903-01A
57 years, male, white, stage:i, alive, 757 days
54.0
TCGA-CJ-4868-01A
42 years, male, white, stage:iv, dead, 646 days
54.0
TCGA-CJ-4889-01A
63 years, female, white, stage:i, alive, 1946 days
53.9
TCGA-BP-4784-01A
67 years, female, white, stage:i, alive, 1854 days
53.9
TCGA-AK-3450-01A
85 years, female, white, stage:i, alive, 1779 days
53.9
TCGA-B0-4688-01A
46 years, male, white, stage:iv, dead, 101 days
53.9
TCGA-B0-4816-01A
49 years, male, white, stage:ii, dead, 1371 days
53.8
TCGA-BP-4989-01A
58 years, male, white, stage:iii, alive, 118 days
53.8
TCGA-CZ-4854-01A
68 years, male, white, stage:i, dead, 1404 days
53.6
TCGA-B0-5705-01A
65 years, female, white, stage:i, alive, 4537 days
53.5
TCGA-B9-4116-01A
75 years, female, black or african american, alive, 627 days
53.5
TCGA-B0-5088-01A
53 years, male, white, stage:i, dead, 563 days
53.5
TCGA-CJ-4871-01A
63 years, male, white, stage:iv, alive, 2423 days
53.4
TCGA-A3-A8OV-01A
75 years, male, black or african american, stage:i, alive, 340 days
53.3
TCGA-AK-3460-01A
58 years, male, white, stage:i, alive, 2508 days
53.3
TCGA-B0-4694-01A
72 years, male, white, stage:iii, dead, 106 days
53.3
TCGA-B9-A5W9-01A
40 years, male, white, stage:i, alive, 5 days
53.2
TCGA-DV-5574-01A
37 years, male, white, stage:i, alive, 2016 days
53.2
TCGA-CJ-4888-01A
59 years, male, white, stage:iv, dead, 1567 days
53.2
TCGA-BP-5007-01A
46 years, male, white, stage:ii, alive, 1140 days
53.1
TCGA-Y8-A895-01A
74 years, male, white, stage:i, alive, 484 days
53.0
TCGA-CJ-5684-01A
61 years, male, white, stage:iii, alive, 2231 days
53.0
TCGA-BP-4337-01A
76 years, female, white, stage:iii, dead, 2 days
52.9
TCGA-G7-6795-01A
56 years, male, white, stage:i, alive, 1194 days
52.9
TCGA-CJ-5675-01A
70 years, male, white, stage:ii, alive, 3936 days
52.8
TCGA-KO-8409-01A
69 years, male, white, stage:ii, alive, 3180 days
52.7
TCGA-B8-5552-01B
41 years, female, white, stage:i, alive, 1046 days
52.7
TCGA-CJ-4644-01A
48 years, female, white, stage:iv, dead, 336 days
52.6
TCGA-B0-5095-01A
81 years, male, white, stage:iii, dead, 245 days
52.5
TCGA-A3-A6NL-01A
49 years, female, black or african american, stage:i, alive, 689 days
52.5
TCGA-CJ-4875-01A
67 years, male, white, stage:iv, dead, 3554 days
52.4
TCGA-BP-5190-01A
61 years, male, white, stage:i, alive, 1011 days
52.3
TCGA-6D-AA2E-01A
68 years, female, black or african american, stage:i, alive, 362 days
52.3
TCGA-B0-5701-01A
65 years, male, white, stage:iii, alive, 2461 days
52.0
TCGA-CJ-4870-01A
58 years, female, black or african american, stage:iii, alive, 1498 days
51.9
TCGA-SX-A71W-01A
66 years, male, white, stage:i, alive, 1076 days
51.7
TCGA-B0-5399-01A
46 years, male, white, stage:i, alive, 1411 days
51.7
TCGA-UZ-A9PJ-01A
78 years, male, white, stage:i, dead, 797 days
51.7
TCGA-P4-AAVO-01A
69 years, male, white, stage:i, alive, 2400 days
51.6
TCGA-CW-5588-01A
78 years, female, white, stage:i, alive, 2017 days
51.6
TCGA-2Z-A9JG-01A
64 years, male, white, stage:i, alive, 1662 days
51.5
TCGA-B3-A6W5-01A
43 years, male, black or african american, stage:i, alive, 309 days
51.4
TCGA-5P-A9KA-01A
61 years, male, white, alive, 395 days
51.4
TCGA-UZ-A9PZ-01A
65 years, male, white, stage:iii, alive, 657 days
51.3
TCGA-B8-A7U6-01A
54 years, female, black or african american, stage:i, alive, 495 days
51.3
TCGA-CJ-4885-01A
64 years, male, white, stage:iv, alive, 3451 days
51.3
TCGA-BP-4760-01A
69 years, male, black or african american, stage:i, alive, 2361 days
51.2
TCGA-B1-A657-01A
54 years, male, white, stage:i, alive, 641 days
51.1
TCGA-B8-4620-01A
70 years, female, white, stage:iii, alive, 777 days
51.0
TCGA-BP-4993-01A
58 years, male, white, stage:i, alive, 177 days
50.9
TCGA-AL-3471-01A
74 years, male, white, stage:i, dead, 1500 days
50.9
TCGA-J7-6720-01A
42 years, male, asian, stage:i, alive, 388 days
50.8
TCGA-DV-5566-01A
67 years, female, white, stage:i, alive, 1398 days
50.7
TCGA-BP-4170-01A
72 years, female, white, stage:i, dead, 2343 days
50.7
TCGA-MH-A561-01A
66 years, male, white, stage:i, alive, 841 days
50.6
TCGA-CZ-5464-01A
69 years, male, white, stage:iv, alive, 2128 days
50.6
TCGA-A3-3387-01A
49 years, male, white, stage:i, alive, 617 days
50.5
TCGA-B0-4823-01A
88 years, male, white, stage:i, dead, 454 days
50.3
TCGA-BP-5187-01A
54 years, male, white, stage:i, alive, 406 days
50.3
TCGA-CW-5589-01A
52 years, male, white, stage:i, alive, 2378 days
50.3
TCGA-CW-5580-01A
73 years, female, white, stage:iv, dead, 1964 days
50.2
TCGA-A3-3365-01A
46 years, male, white, stage:i, alive, 873 days
50.2
TCGA-GL-A59T-01A
46 years, male, white, stage:i, alive, 546 days
50.2
TCGA-CJ-4912-01A
61 years, male, white, stage:ii, alive, 1657 days
50.1
TCGA-A3-3325-01A
52 years, male, white, stage:i, dead, 1170 days
50.0
TCGA-G7-6792-01A
40 years, male, black or african american, stage:i, alive, 2765 days
50.0
TCGA-2Z-A9JM-01A
28 years, male, white, stage:i, alive, 934 days
49.9
TCGA-A3-A6NJ-01A
57 years, female, black or african american, stage:i, alive, 468 days
49.8
TCGA-BP-4346-01A
57 years, male, white, stage:iii, dead, 1493 days
49.7
TCGA-A3-3335-01A
41 years, male, white, stage:ii, alive, 1886 days
49.6
TCGA-CJ-4874-01A
73 years, female, white, stage:i, alive, 2283 days
49.6
TCGA-BP-4798-01A
74 years, male, white, dead, 334 days
49.6
TCGA-UZ-A9PK-01A
71 years, male, white, stage:i, alive, 3571 days
49.5
TCGA-B9-4115-01A
53 years, male, black or african american, stage:i, alive, 803 days
49.4
TCGA-B0-5812-01A
53 years, male, white, stage:i, alive, 3834 days
49.4
TCGA-SX-A7SQ-01A
48 years, male, white, stage:i, alive, 1266 days
49.4
TCGA-5P-A9KC-01A
51 years, female, white, alive, 377 days
49.4
TCGA-5P-A9K2-01A
62 years, male, white, alive, 2392 days
49.3
TCGA-B8-5162-01A
63 years, male, white, stage:ii, alive, 36 days
49.2
TCGA-CW-6090-01A
68 years, male, white, stage:i, alive, 2552 days
49.2
TCGA-A3-3319-01A
70 years, male, white, stage:i, alive, 1130 days
49.1
TCGA-CJ-4638-01A
46 years, female, white, stage:iv, dead, 431 days
49.1
TCGA-B0-5691-01A
66 years, female, white, stage:i, alive, 3431 days
49.0
TCGA-BP-5195-01A
75 years, male, white, stage:i, alive, 749 days
48.9
TCGA-BP-4763-01A
79 years, female, white, stage:i, dead, 1270 days
48.9
TCGA-A3-3343-01A
79 years, male, white, stage:ii, alive, 945 days
48.8
TCGA-GL-A9DC-01A
66 years, female, white, stage:i, alive, 392 days
48.7
TCGA-BP-4799-01A
70 years, male, white, stage:iii, dead, 1133 days
48.6
TCGA-5P-A9K9-01A
59 years, female, white, dead, 589 days
48.6
TCGA-HE-A5NH-01A
62 years, male, stage:i, alive, 791 days
48.5
TCGA-B0-5697-01A
50 years, male, white, stage:i, alive, 2630 days
48.5
TCGA-CJ-6030-01A
66 years, male, white, stage:i, dead, 2299 days
48.5
TCGA-UZ-A9PM-01A
62 years, male, white, stage:ii, alive, 3811 days
48.4
TCGA-BP-5181-01A
58 years, female, white, stage:i, alive, 1495 days
48.2
TCGA-AS-3778-01A
35 years, male, white, stage:i, alive, 43 days
48.2
TCGA-DV-5575-01A
52 years, female, white, stage:i, alive, 1729 days
48.2
TCGA-BQ-7062-01A
64 years, male, black or african american, stage:i, alive, 116 days
47.9
TCGA-B0-5094-01A
62 years, male, white, stage:iv, dead, 333 days
47.8
TCGA-B0-5104-01A
90 years, female, white, stage:i, dead, 2752 days
47.8
TCGA-CZ-5984-01A
51 years, male, white, stage:i, alive, 2067 days
47.8
TCGA-A3-3347-01A
76 years, female, white, stage:iii, dead, 1610 days
47.6
TCGA-A3-3358-01A
57 years, female, white, stage:i, alive, 1307 days
47.6
TCGA-4A-A93W-01A
66 years, female, white, stage:i, alive, 4 days
47.6
TCGA-AK-3445-01A
69 years, male, white, stage:iii, alive, 2392 days
47.6
TCGA-A4-A5DU-01A
45 years, female, white, stage:i, alive, 496 days
47.5
TCGA-KO-8405-01A
29 years, male, white, stage:iii, alive, 3056 days
47.5
TCGA-IZ-A6M8-01A
69 years, male, black or african american, stage:i, alive, 497 days
47.5
TCGA-2Z-A9JI-01A
38 years, male, white, stage:iii, alive, 1567 days
47.4
TCGA-B2-5641-01A
79 years, male, white, stage:i, alive, 656 days
47.4
TCGA-2Z-A9J7-01A
63 years, male, white, stage:iv, dead, 139 days
47.3
TCGA-Y8-A8RY-01A
63 years, male, white, stage:i, alive, 769 days
47.2
TCGA-IA-A83T-01A
80 years, male, white, dead, 2684 days
47.0
TCGA-BQ-7045-01A
78 years, male, black or african american, stage:i, dead, 1468 days
46.9
TCGA-BP-4177-01A
65 years, male, white, stage:i, alive, 1670 days
46.9
TCGA-SX-A7SR-01A
66 years, male, white, stage:ii, alive, 805 days
46.8
TCGA-UZ-A9Q0-01A
60 years, male, white, stage:i, alive, 3368 days
46.7
TCGA-B1-5398-01A
73 years, male, white, stage:iii, alive, 1251 days
46.7
TCGA-GL-6846-01A
52 years, male, white, stage:iv, alive, 5925 days
46.7
TCGA-A3-3349-01A
34 years, female, white, stage:i, alive, 1385 days
46.7
TCGA-B0-5106-01A
64 years, male, white, stage:i, dead, 1598 days
46.7
TCGA-B0-5713-01A
75 years, female, white, stage:iii, alive, 2782 days
46.6
TCGA-BP-5200-01A
44 years, male, white, stage:ii, alive, 1063 days
46.5
TCGA-B2-A4SR-01A
62 years, male, black or african american, stage:ii, alive, 507 days
46.4
TCGA-B0-4815-01A
65 years, male, white, stage:iii, dead, 1588 days
46.4
TCGA-B1-A655-01A
77 years, female, white, stage:i, alive, 510 days
46.2
TCGA-A4-7734-01A
53 years, female, white, stage:i, alive, 27 days
46.2
TCGA-BP-4173-01A
47 years, male, white, stage:ii, alive, 1893 days
46.1
TCGA-CJ-4901-01A
47 years, male, white, stage:iii, alive, 1450 days
46.0
TCGA-Y8-A8RZ-01A
55 years, male, white, stage:i, alive, 112 days
46.0
TCGA-A3-3363-01A
50 years, male, asian, stage:ii, alive, 319 days
46.0
TCGA-BP-5009-01A
52 years, male, white, stage:i, dead, 1092 days
45.8
TCGA-B0-5699-01A
53 years, male, white, stage:i, alive, 3841 days
45.8
TCGA-5P-A9JU-01A
81 years, male, white, stage:iii, alive, 373 days
45.7
TCGA-BP-4787-01A
59 years, female, white, stage:iv, dead, 480 days
45.7
TCGA-BP-4331-01A
52 years, male, white, stage:i, dead, 2454 days
45.7
TCGA-B0-4945-01A
75 years, female, white, stage:i, dead, 2145 days
45.5
TCGA-SX-A71S-01A
66 years, female, white, stage:i, alive, 1504 days
45.5
TCGA-BP-4964-01A
55 years, female, white, stage:i, alive, 1862 days
45.5
TCGA-A4-A5Y1-01A
75 years, male, white, stage:iii, dead, 395 days
45.5
TCGA-BP-4782-01A
55 years, female, white, stage:i, alive, 354 days
45.4
TCGA-2Z-A9JL-01A
47 years, male, black or african american, stage:i, alive, 1006 days
45.3
TCGA-BP-4163-01A
60 years, female, white, stage:iii, alive, 2839 days
45.2
TCGA-BP-4344-01A
75 years, female, white, stage:i, alive, 1666 days
45.2
TCGA-A4-7288-01A
71 years, female, white, alive, 1857 days
45.1
TCGA-CJ-5680-01A
65 years, female, white, stage:iv, dead, 768 days
45.0
TCGA-CJ-4886-01A
43 years, female, white, stage:i, alive, 1952 days
45.0
TCGA-CW-5587-01A
62 years, female, white, stage:iii, alive, 2226 days
44.8
TCGA-B0-5119-01A
61 years, female, white, stage:i, alive, 1552 days
44.8
TCGA-G7-A8LE-01A
62 years, male, white, stage:i, alive, 2453 days
44.7
TCGA-G7-6790-01A
57 years, male, white, stage:i, alive, 1575 days
44.6
TCGA-A3-3376-01A
51 years, male, black or african american, stage:i, dead, 1696 days
44.6
TCGA-CJ-4884-01A
72 years, female, white, stage:iii, alive, 1759 days
44.5
TCGA-J7-8537-01A
37 years, female, asian, stage:iii, dead, 321 days
44.5
TCGA-BP-5186-01A
50 years, female, white, stage:i, alive, 693 days
44.5
TCGA-5P-A9K4-01A
54 years, male, white, alive, 2184 days
44.3
TCGA-CJ-4893-01A
76 years, female, white, stage:i, alive, 750 days
44.3
TCGA-A4-8312-01A
60 years, male, black or african american, stage:i, alive, 708 days
44.2
TCGA-B2-5636-01A
79 years, male, white, stage:i, alive, 919 days
44.2
TCGA-CJ-4890-01A
72 years, male, white, stage:iv, alive, 3519 days
44.2
TCGA-B0-5115-01A
43 years, male, white, stage:iv, alive, 1604 days
44.2
TCGA-EU-5904-01A
47 years, female, white, stage:i, alive, 551 days
44.1
TCGA-BQ-7061-01A
84 years, female, white, stage:i, alive, 218 days
44.1
TCGA-B9-4617-01A
41 years, male, black or african american, alive, 35 days
43.8
TCGA-KO-8408-01A
47 years, male, white, stage:iii, dead, 507 days
43.7
TCGA-UZ-A9PU-01A
77 years, male, white, stage:i, dead, 933 days
43.7
TCGA-DZ-6132-01A
69 years, male, stage:i, alive, 2460 days
43.7
TCGA-BP-4970-01A
44 years, male, asian, stage:iii, alive, 433 days
43.6
TCGA-CZ-4853-01A
82 years, male, white, stage:i, alive, 774 days
43.6
TCGA-CZ-4863-01A
51 years, female, white, stage:iii, alive, 1928 days
43.5
TCGA-BP-4169-01A
76 years, female, white, stage:ii, dead, 701 days
43.5
TCGA-G7-7502-01A
83 years, male, white, stage:i, alive, 786 days
43.3
TCGA-B0-5098-01A
53 years, female, black or african american, stage:i, dead, 1584 days
43.3
TCGA-MW-A4EC-01A
73 years, female, black or african american, stage:i, alive, 498 days
43.3
TCGA-CJ-4641-01A
55 years, female, white, stage:iv, dead, 1661 days
43.2
TCGA-DV-5565-01A
59 years, male, white, stage:i, alive, 1329 days
43.2
TCGA-BQ-7059-01A
71 years, male, white, stage:i, alive, 232 days
43.2
TCGA-CJ-4907-01A
58 years, male, white, stage:iii, alive, 1499 days
43.2
TCGA-B0-5694-01A
71 years, male, white, stage:iii, dead, 480 days
43.2
TCGA-BP-4353-01A
61 years, male, white, stage:i, dead, 375 days
43.1
TCGA-DW-7842-01A
52 years, male, white, stage:i, alive, 92 days
43.1
TCGA-2K-A9WE-01A
53 years, male, white, stage:ii, alive, 214 days
42.9
TCGA-AK-3461-01A
72 years, male, white, stage:i, alive, 2217 days
42.8
TCGA-B8-A54F-01A
49 years, female, black or african american, stage:i, alive, 519 days
42.7
TCGA-A3-3380-01A
54 years, male, stage:i, alive, 567 days
42.7
TCGA-BP-5006-01A
61 years, male, white, stage:i, alive, 840 days
42.7
TCGA-CJ-4643-01A
67 years, female, white, stage:ii, alive, 1793 days
42.5
TCGA-B0-5712-01A
68 years, female, black or african american, stage:iv, alive, 2722 days
42.5
TCGA-5P-A9KF-01A
53 years, male, white, alive, 845 days
42.4
TCGA-BP-4160-01A
67 years, male, white, stage:iii, alive, 2881 days
42.3
TCGA-B0-5711-01A
50 years, male, white, stage:iii, alive, 3989 days
42.3
TCGA-CZ-4858-01A
39 years, male, white, stage:ii, dead, 2105 days
42.2
TCGA-B4-5377-01A
68 years, female, white, stage:iv, alive, 365 days
42.2
TCGA-BP-4992-01A
66 years, male, white, stage:i, alive, 501 days
42.2
TCGA-CJ-4897-01A
79 years, female, white, stage:iii, alive, 3341 days
42.2
TCGA-GL-A59R-01A
79 years, male, white, stage:iii, alive, 378 days
42.2
TCGA-T7-A92I-01A
47 years, female, black or african american, stage:i, alive, 356 days
42.0
TCGA-BP-4158-01A
69 years, male, white, stage:i, alive, 3377 days
41.7
TCGA-HE-A5NJ-01A
58 years, male, alive, 1726 days
41.7
TCGA-DW-7840-01A
60 years, male, black or african american, stage:i, alive, 114 days
41.7
TCGA-AK-3455-01A
71 years, female, white, stage:iii, dead, 683 days
41.6
TCGA-CZ-5988-01A
38 years, male, white, stage:i, alive, 693 days
41.5
TCGA-BP-5182-01A
56 years, male, white, stage:i, alive, 1165 days
41.5
TCGA-B2-4101-01A
52 years, male, white, stage:ii, alive, 648 days
41.5
TCGA-DZ-6135-01A
45 years, male, stage:i, alive, 2269 days
41.3
TCGA-B0-5120-01A
72 years, female, white, stage:i, alive, 1169 days
41.3
TCGA-B4-5834-01A
59 years, male, white, stage:i, alive, 26 days
41.2
TCGA-A4-7584-01A
59 years, male, black or african american, stage:i, alive, 650 days
41.2
TCGA-KL-8344-01A
51 years, male, white, stage:iii, alive, 876 days
41.1
TCGA-MH-A55W-01A
50 years, male, black or african american, stage:i, alive, 1043 days
41.0
TCGA-AK-3447-01A
84 years, male, white, stage:ii, alive, 1217 days
41.0
TCGA-EV-5901-01A
47 years, female, white, stage:i, alive, 1040 days
40.9
TCGA-CZ-5458-01A
43 years, male, white, stage:iii, alive, 2789 days
40.8
TCGA-A4-7585-01A
67 years, male, white, stage:iii, dead, 1070 days
40.7
TCGA-AT-A5NU-01A
77 years, male, white, stage:i, alive, 67 days
40.6
TCGA-BP-4986-01A
75 years, male, white, stage:i, alive, 785 days
40.4
TCGA-DV-5569-01A
29 years, female, white, stage:i, alive, 355 days
40.4
TCGA-B4-5835-01A
64 years, female, white, stage:i, alive, 16 days
40.3
TCGA-B0-4827-01A
77 years, female, white, stage:iii, dead, 885 days
40.3
TCGA-IA-A83S-01A
81 years, male, white, dead, 2609 days
40.2
TCGA-2Z-A9J9-01A
77 years, male, black or african american, stage:i, alive, 2294 days
40.2
TCGA-BP-4347-01A
74 years, male, white, stage:iii, alive, 1367 days
40.1
TCGA-B8-5550-01A
71 years, male, white, stage:iii, alive, 1476 days
40.1
TCGA-HE-A5NF-01A
58 years, male, stage:i, alive, 2582 days
40.1
TCGA-B0-5108-01A
54 years, male, white, stage:iii, alive, 1782 days
40.1
TCGA-KO-8415-01A
44 years, female, white, stage:i, alive, 2939 days
40.0
TCGA-CW-6088-01A
60 years, male, white, stage:i, alive, 3222 days
39.8
TCGA-CJ-5686-01A
59 years, female, white, stage:i, alive, 2038 days
39.7
TCGA-B8-4622-01A
57 years, male, white, stage:iv, alive, 1525 days
39.7
TCGA-GK-A6C7-01A
77 years, female, black or african american, stage:i, alive, 61 days
39.5
TCGA-B9-A5W7-01A
47 years, male, black or african american, stage:i, alive, 585 days
39.5
TCGA-J7-A8I2-01A
75 years, male, asian, stage:i, alive, 307 days
39.4
TCGA-GL-A9DE-01A
74 years, male, black or african american, stage:i, alive, 496 days
39.4
TCGA-CZ-4865-01A
70 years, female, white, stage:i, dead, 166 days
39.4
TCGA-KN-8431-01A
35 years, female, stage:ii, alive, 588 days
39.3
TCGA-UZ-A9PR-01A
84 years, male, white, stage:i, alive, 2627 days
39.3
TCGA-A3-3331-01A
86 years, female, white, stage:i, alive, 1485 days
39.1
TCGA-BP-4790-01A
76 years, male, white, stage:i, dead, 1111 days
39.1
TCGA-BP-4768-01A
72 years, female, white, stage:i, alive, 400 days
39.0
TCGA-BP-4164-01A
51 years, female, white, stage:iii, dead, 992 days
38.9
TCGA-EV-5902-01A
58 years, male, white, stage:i, alive, 578 days
38.9
TCGA-KN-8433-01A
46 years, female, white, stage:iii, alive, 341 days
38.8
TCGA-A4-8630-01A
59 years, female, white, stage:i, alive, 436 days
38.8
TCGA-P4-A5E7-01A
74 years, female, white, stage:i, alive, 2649 days
38.7
TCGA-CJ-4635-01A
48 years, male, white, stage:i, alive, 1416 days
38.7
TCGA-5P-A9K0-01A
75 years, male, white, alive, 677 days
38.7
TCGA-BP-4166-01A
69 years, male, white, stage:iii, alive, 13 days
38.7
TCGA-B0-4701-01A
66 years, female, white, stage:iv, dead, 238 days
38.6
TCGA-BP-4765-01A
43 years, male, white, stage:i, alive, 2184 days
38.5
TCGA-A3-3373-01A
54 years, female, white, stage:i, alive, 1621 days
38.5
TCGA-CJ-6032-01A
63 years, female, white, stage:ii, alive, 3639 days
38.5
TCGA-CZ-5470-01A
72 years, female, stage:ii, alive, 386 days
38.5
TCGA-BP-4972-01A
43 years, female, white, stage:iii, alive, 1502 days
38.4
TCGA-A3-3362-01A
60 years, female, white, stage:i, alive, 1559 days
38.4
TCGA-B8-5158-01A
56 years, male, white, stage:iii, alive, 1218 days
38.4
TCGA-CJ-4894-01A
58 years, male, white, stage:iii, dead, 841 days
38.4
TCGA-BQ-5892-01A
51 years, male, white, stage:i, alive, 364 days
38.2
TCGA-MH-A855-01A
52 years, female, black or african american, stage:ii, alive, 369 days
38.2
TCGA-CZ-5467-01A
86 years, female, white, stage:iii, dead, 73 days
38.2
TCGA-2Z-A9J3-01A
67 years, male, white, stage:ii, dead, 1771 days
38.2
TCGA-A3-3367-01A
72 years, male, white, stage:i, alive, 2270 days
38.1
TCGA-BP-4963-01A
64 years, male, white, stage:i, alive, 1834 days
38.0
TCGA-BP-5189-01A
60 years, male, white, stage:i, dead, 822 days
38.0
TCGA-PJ-A5Z9-01A
80 years, female, white, stage:i, alive, 540 days
38.0
TCGA-DW-7837-01A
43 years, male, black or african american, stage:i, alive, 1142 days
37.9
TCGA-A4-7287-01A
75 years, female, white, stage:i, dead, 597 days
37.7
TCGA-B8-A54G-01A
50 years, male, black or african american, stage:i, alive, 53 days
37.6
TCGA-B8-5545-01A
42 years, male, black or african american, stage:i, alive, 1525 days
37.6
TCGA-CJ-4634-01A
60 years, female, white, stage:i, alive, 3498 days
37.5
TCGA-KN-8423-01A
44 years, male, white, stage:i, alive, 788 days
37.4
TCGA-B8-5159-01A
61 years, female, white, stage:i, alive, 722 days
37.3
TCGA-CJ-4903-01A
50 years, male, white, stage:i, alive, 1559 days
37.3
TCGA-B4-5844-01A
61 years, female, white, stage:ii, alive, 7 days
37.0
TCGA-Y8-A8S0-01A
58 years, male, white, stage:i, alive, 183 days
37.0
TCGA-BP-4807-01A
42 years, male, white, stage:i, alive, 211 days
37.0
TCGA-BP-4332-01A
36 years, male, white, stage:iii, alive, 1133 days
36.9
TCGA-B0-4849-01A
51 years, male, white, stage:iii, dead, 69 days
36.9
TCGA-CZ-4864-01A
86 years, male, white, stage:ii, dead, 2830 days
36.8
TCGA-B8-4148-01A
63 years, female, white, stage:i, alive, 1520 days
36.6
TCGA-BP-4973-01A
47 years, male, white, stage:iii, alive, 1384 days
36.6
TCGA-A3-3307-01A
66 years, male, stage:iii, alive, 1436 days
36.5
TCGA-BP-4975-01A
40 years, male, white, stage:i, alive, 1433 days
36.4
TCGA-A3-3326-01A
47 years, male, white, stage:i, alive, 1137 days
36.4
TCGA-B8-5164-01A
65 years, male, white, stage:iii, alive, 26 days
36.3
TCGA-BQ-5881-01A
69 years, male, white, stage:i, alive, 1454 days
36.3
TCGA-BP-4977-01A
57 years, male, white, stage:i, alive, 454 days
36.3
TCGA-B0-5698-01A
77 years, male, black or african american, stage:i, alive, 3631 days
36.3
TCGA-GL-A9DD-01A
69 years, male, white, stage:i, alive, 341 days
36.2
TCGA-CJ-4899-01A
42 years, male, asian, stage:i, alive, 1528 days
36.2
TCGA-B0-4699-01A
74 years, male, white, stage:iv, dead, 110 days
36.2
TCGA-A3-A8OW-01A
37 years, male, black or african american, stage:iii, alive, 323 days
36.1
TCGA-DV-5576-01A
55 years, female, black or african american, stage:i, dead, 727 days
35.9
TCGA-DV-5567-01A
40 years, female, black or african american, stage:i, alive, 2004 days
35.9
TCGA-BP-4162-01A
65 years, female, white, stage:i, alive, 3074 days
35.9
TCGA-B0-5097-01A
59 years, female, white, stage:iii, alive, 665 days
35.9
TCGA-CZ-5465-01A
76 years, female, stage:iii, dead, 2564 days
35.8
TCGA-A3-3352-01A
male, white, stage:iii, dead, 561 days
35.8
TCGA-Y8-A897-01A
68 years, female, white, stage:i, alive, 549 days
35.6
TCGA-BP-4777-01A
46 years, male, white, stage:i, alive, 1731 days
35.5
TCGA-KL-8324-01A
67 years, female, white, stage:ii, alive, 4676 days
35.5
TCGA-DW-7838-01A
66 years, male, white, stage:i, alive, 744 days
35.4
TCGA-A4-8517-01A
71 years, male, white, stage:i, alive, 597 days
35.4
TCGA-BP-4801-01A
57 years, male, white, stage:i, alive, 1124 days
35.4
TCGA-BP-4176-01A
64 years, male, white, stage:i, alive, 1955 days
35.3
TCGA-CJ-4918-01A
64 years, male, white, stage:iv, dead, 93 days
35.2
TCGA-CW-5591-01A
56 years, male, white, stage:iv, alive, 2271 days
35.2
TCGA-A4-8311-01A
60 years, male, white, stage:i, alive, 729 days
35.1
TCGA-CJ-4902-01A
61 years, male, white, stage:iii, alive, 1520 days
35.0
TCGA-BP-4998-01A
49 years, male, asian, stage:i, alive, 932 days
35.0
TCGA-2Z-A9JR-01A
57 years, male, white, stage:i, alive, 161 days
35.0
TCGA-BP-4987-01A
41 years, female, asian, stage:i, alive, 1124 days
34.9
TCGA-BP-5202-01A
75 years, male, white, stage:iii, alive, 29 days
34.8
TCGA-A4-8516-01A
62 years, male, white, stage:iii, alive, 23 days
34.8
TCGA-B0-4838-01A
69 years, female, white, stage:i, dead, 834 days
34.8
TCGA-SX-A71V-01A
80 years, male, white, stage:i, alive, 876 days
34.7
TCGA-CJ-4905-01A
62 years, female, white, stage:i, alive, 1496 days
34.7
TCGA-B0-5113-01A
69 years, female, white, stage:iii, alive, 1175 days
34.6
TCGA-BP-4982-01A
42 years, male, white, stage:i, alive, 1014 days
34.6
TCGA-GL-A4EM-01A
62 years, male, white, stage:i, alive, 32 days
34.5
TCGA-B9-A8YH-01A
52 years, male, black or african american, stage:i, alive, 532 days
34.5
TCGA-A4-8515-01A
47 years, male, american indian or alaska native, stage:i, alive, 709 days
34.5
TCGA-A3-3357-01A
62 years, male, white, stage:ii, alive, 2688 days
34.4
TCGA-EU-5906-01A
55 years, male, white, stage:i, alive, 206 days
34.4
TCGA-B0-5116-01A
53 years, male, white, stage:iii, alive, 1274 days
34.3
TCGA-G7-A8LD-01A
71 years, male, white, stage:iii, dead, 514 days
34.3
TCGA-BP-4340-01A
70 years, female, white, stage:i, dead, 562 days
34.2
TCGA-KM-8438-01A
45 years, female, white, stage:ii, alive, 4622 days
34.2
TCGA-2Z-A9JE-01A
59 years, male, white, stage:i, alive, 1728 days
34.1
TCGA-CZ-4862-01A
46 years, male, white, stage:i, alive, 3271 days
34.0
TCGA-B4-5378-01A
62 years, male, white, stage:i, alive, 175 days
34.0
TCGA-CJ-4878-01A
71 years, female, white, stage:iii, alive, 2186 days
34.0
TCGA-BP-4974-01A
58 years, male, white, stage:iv, dead, 211 days
33.9
TCGA-B0-4846-01A
52 years, male, white, stage:iv, dead, 1200 days
33.9
TCGA-B0-4690-01A
65 years, male, white, stage:iv, dead, 43 days
33.9
TCGA-B4-5843-01A
45 years, male, white, stage:i, alive, 11 days
33.7
TCGA-BP-5168-01A
75 years, male, white, stage:i, dead, 1463 days
33.5
TCGA-A4-A4ZT-01A
71 years, female, white, stage:i, alive, 516 days
33.5
TCGA-CZ-4861-01A
63 years, male, white, stage:ii, dead, 446 days
33.4
TCGA-BQ-5890-01A
69 years, male, white, stage:iii, alive, 233 days
33.4
TCGA-B8-5549-01A
53 years, male, white, stage:i, alive, 194 days
33.4
TCGA-B2-4102-01A
61 years, male, white, stage:i, alive, 952 days
33.2
TCGA-BP-4789-01A
48 years, male, white, stage:i, alive, 1489 days
33.2
TCGA-B3-8121-01A
48 years, female, black or african american, stage:i, alive, 379 days
33.2
TCGA-5P-A9K6-01A
64 years, male, white, alive, 1914 days
33.1
TCGA-BP-5173-01A
75 years, male, white, stage:i, dead, 62 days
33.1
TCGA-B0-5099-01A
88 years, female, white, stage:iii, dead, 485 days
33.0
TCGA-CW-5585-01A
51 years, male, white, stage:iv, alive, 2609 days
33.0
TCGA-B0-4693-01A
73 years, female, white, stage:iii, dead, 77 days
33.0
TCGA-4A-A93X-01A
58 years, male, white, stage:iv, alive, 390 days
33.0
TCGA-BQ-7046-01A
61 years, male, white, stage:i, alive, 2948 days
32.8
TCGA-A3-A8CQ-01A
59 years, female, black or african american, stage:i, alive, 3 days
32.8
TCGA-A3-3370-01A
48 years, female, white, stage:i, alive, 2274 days
32.7
TCGA-B8-5553-01A
67 years, female, white, stage:i, alive, 435 days
32.7
TCGA-BP-4803-01A
79 years, male, white, stage:iii, alive, 204 days
32.7
TCGA-B0-5110-01A
71 years, female, white, stage:i, alive, 2009 days
32.6
TCGA-BQ-5887-01A
54 years, male, white, stage:iii, alive, 771 days
32.5
TCGA-BP-4766-01A
43 years, female, white, stage:i, alive, 1462 days
32.4
TCGA-B9-5156-01A
51 years, male, white, alive, 1338 days
32.4
TCGA-BP-4961-01A
47 years, male, white, stage:i, alive, 1935 days
32.4
TCGA-A3-3323-01A
53 years, male, white, stage:i, alive, 1106 days
32.3
TCGA-B0-5706-01A
45 years, male, white, stage:ii, alive, 3205 days
32.3
TCGA-CJ-4908-01A
38 years, male, white, stage:i, alive, 1531 days
32.2
TCGA-BP-5194-01A
39 years, male, white, stage:i, alive, 408 days
32.2
TCGA-A3-3311-01A
58 years, male, stage:i, dead, 1191 days
32.2
TCGA-UZ-A9PQ-01A
59 years, male, black or african american, stage:iii, dead, 2624 days
32.1
TCGA-B0-4696-01A
58 years, male, white, stage:iii, dead, 866 days
32.1
TCGA-B0-5693-01A
47 years, female, white, stage:i, alive, 4074 days
32.0
TCGA-BP-4174-01A
49 years, male, white, stage:ii, alive, 1879 days
32.0
TCGA-A3-3372-01A
64 years, male, white, stage:iii, alive, 735 days
31.9
TCGA-B9-5155-01A
71 years, male, white, stage:iii, alive, 665 days
31.8
TCGA-CW-5583-01A
51 years, female, white, stage:i, alive, 2489 days
31.8
TCGA-A4-7997-01A
67 years, male, white, stage:i, alive, 927 days
31.8
TCGA-B8-A54D-01A
69 years, male, black or african american, stage:iii, alive, 830 days
31.8
TCGA-BQ-7056-01A
75 years, female, white, stage:iii, alive, 612 days
31.7
TCGA-CZ-5454-01A
63 years, male, white, stage:iv, dead, 722 days
31.5
TCGA-A4-8310-01A
58 years, male, white, stage:iii, alive, 780 days
31.3
TCGA-KN-8436-01A
63 years, male, white, stage:ii, alive, 1288 days
31.3
TCGA-A3-3324-01A
51 years, male, white, stage:i, alive, 1186 days
31.2
TCGA-V9-A7HT-01A
67 years, male, black or african american, stage:ii, alive, 965 days
31.2
TCGA-2Z-A9J6-01A
61 years, male, white, stage:i, alive, 1731 days
31.0
TCGA-A3-3329-01A
75 years, male, white, stage:i, alive, 1624 days
30.9
TCGA-DZ-6134-01A
69 years, male, white, stage:i, alive, 1856 days
30.9
TCGA-KO-8410-01A
74 years, female, white, stage:i, alive, 3136 days
30.8
TCGA-5P-A9KE-01A
70 years, male, white, alive, 824 days
30.8
TCGA-CZ-5455-01A
63 years, male, white, stage:iv, dead, 561 days
30.7
TCGA-A3-3317-01A
67 years, male, stage:ii, alive, 1491 days
30.7
TCGA-B0-5077-01A
77 years, male, white, stage:i, dead, 1317 days
30.6
TCGA-BQ-5886-01A
75 years, male, white, stage:iii, alive, 792 days
30.6
TCGA-Y8-A894-01A
57 years, female, white, stage:i, alive, 567 days
30.3
TCGA-BP-4326-01A
53 years, female, white, stage:i, dead, 1625 days
30.3
TCGA-CZ-5453-01A
67 years, male, white, stage:ii, dead, 2419 days
30.3
TCGA-CZ-4859-01A
59 years, female, white, stage:i, alive, 1787 days
30.2
TCGA-BP-5008-01A
46 years, male, white, stage:i, alive, 1071 days
30.1
TCGA-A4-A5XZ-01A
65 years, female, white, stage:ii, alive, 479 days
30.1
TCGA-BP-4991-01A
54 years, male, white, stage:i, alive, 1413 days
30.0
TCGA-B8-5163-01A
63 years, female, white, stage:iii, alive, 822 days
30.0
TCGA-A4-8518-01A
48 years, male, white, stage:i, alive, 600 days
29.9
TCGA-KV-A74V-01A
40 years, male, white, stage:i, alive, 347 days
29.8
TCGA-KO-8413-01A
46 years, male, white, stage:i, alive, 3038 days
29.7
TCGA-A4-A48D-01A
85 years, male, black or african american, stage:i, alive, 379 days
29.5
TCGA-BP-4969-01A
63 years, female, white, stage:i, alive, 1794 days
29.5
TCGA-BQ-7055-01A
73 years, male, white, stage:i, alive, 799 days
29.5
TCGA-CJ-6028-01A
58 years, male, white, stage:iv, dead, 1625 days
29.5
TCGA-A3-3351-01A
42 years, male, white, stage:ii, alive, 910 days
29.5
TCGA-BP-4976-01A
77 years, male, white, stage:i, alive, 1632 days
29.4
TCGA-2Z-A9J8-01A
50 years, male, white, stage:i, alive, 2790 days
29.4
TCGA-A3-3359-01A
82 years, female, white, stage:i, alive, 2504 days
29.3
TCGA-UZ-A9PV-01A
65 years, male, white, stage:i, alive, 1444 days
29.2
TCGA-BP-4965-01A
46 years, male, white, stage:i, alive, 1871 days
29.1
TCGA-SX-A7SS-01A
67 years, male, white, stage:i, alive, 1615 days
28.9
TCGA-KL-8338-01A
51 years, male, white, stage:iii, alive, 2633 days
28.9
TCGA-KN-8425-01A
53 years, male, white, stage:i, alive, 3179 days
28.8
TCGA-BP-5192-01A
59 years, male, white, stage:i, alive, 714 days
28.7
TCGA-IZ-8196-01A
50 years, male, white, stage:i, alive, 649 days
28.6
TCGA-CZ-4866-01A
79 years, female, white, stage:i, alive, 3267 days
28.6
TCGA-KO-8414-01A
50 years, female, white, stage:ii, alive, 3212 days
28.4
TCGA-CJ-4639-01A
49 years, female, white, stage:ii, alive, 3229 days
28.0
TCGA-DV-A4W0-01A
55 years, male, black or african american, stage:i, alive, 2470 days
28.0
TCGA-UZ-A9PO-01A
80 years, male, white, stage:i, alive, 1911 days
28.0
TCGA-BP-4797-01A
34 years, male, white, stage:iii, alive, 1107 days
27.9
TCGA-BP-4330-01A
60 years, female, black or african american, stage:iii, alive, 1888 days
27.8
TCGA-BQ-7060-01A
53 years, male, american indian or alaska native, stage:i, alive, 214 days
27.8
TCGA-CW-5581-01A
44 years, male, white, stage:i, alive, 2799 days
27.7
TCGA-KL-8346-01A
62 years, male, white, stage:ii, alive, 1897 days
27.7
TCGA-DZ-6133-01A
66 years, female, white, stage:i, dead, 1557 days
27.7
TCGA-A3-3322-01A
51 years, male, white, stage:i, alive, 1478 days
27.6
TCGA-BP-4781-01A
78 years, male, white, stage:i, alive, 2080 days
27.5
TCGA-A3-3316-01A
57 years, male, white, stage:ii, alive, 1493 days
27.3
TCGA-B0-4713-01A
76 years, female, white, stage:iii, dead, 202 days
27.2
TCGA-BP-4325-01A
64 years, female, white, stage:i, alive, 2964 days
27.2
TCGA-BP-4334-01A
56 years, male, white, stage:iii, dead, 645 days
27.2
TCGA-KL-8330-01A
44 years, female, black or african american, stage:ii, alive, 3304 days
27.2
TCGA-HE-A5NL-01A
51 years, male, stage:i, alive, 767 days
27.1
TCGA-CZ-5985-01A
58 years, male, white, stage:ii, alive, 1997 days
26.9
TCGA-BP-4999-01A
56 years, male, white, stage:i, alive, 1266 days
26.8
TCGA-2Z-A9JS-01A
74 years, male, white, stage:i, dead, 492 days
26.8
TCGA-BP-4959-01A
49 years, male, white, stage:i, alive, 2660 days
26.8
TCGA-B0-5083-01A
63 years, male, white, stage:i, dead, 1045 days
26.8
TCGA-BQ-5875-01A
66 years, female, white, stage:iii, alive, 2639 days
26.8
TCGA-A3-3382-01A
69 years, male, white, stage:i, alive, 574 days
26.8
TCGA-CZ-5982-01A
59 years, female, white, stage:i, alive, 2439 days
26.7
TCGA-B9-4117-01A
48 years, female, black or african american, alive, 14 days
26.7
TCGA-B0-5102-01A
74 years, female, white, stage:i, dead, 2764 days
26.7
TCGA-HE-7130-01A
female, stage:iii, alive, 1770 days
26.6
TCGA-HE-7129-01A
male, stage:ii, alive, 2492 days
26.6
TCGA-CZ-5986-01A
61 years, male, white, stage:i, alive, 373 days
26.5
TCGA-BP-5004-01A
53 years, male, white, stage:i, alive, 1126 days
26.5
TCGA-B2-4098-01A
72 years, female, black or african american, stage:i, dead, 51 days
26.5
TCGA-A3-3378-01A
60 years, male, white, stage:i, alive, 630 days
26.5
TCGA-BQ-7048-01A
64 years, male, white, stage:iii, alive, 2839 days
26.4
TCGA-P4-AAVK-01A
74 years, male, white, stage:iii, alive, 1590 days
26.4
TCGA-B0-4710-01A
75 years, female, white, stage:iii, alive, 1755 days
26.4
TCGA-A3-3320-01A
52 years, female, white, stage:i, alive, 1508 days
26.2
TCGA-CJ-4904-01A
60 years, female, white, stage:iv, alive, 3302 days
26.2
TCGA-KL-8340-01A
34 years, male, white, stage:ii, alive, 2024 days
26.2
TCGA-UZ-A9PX-01A
73 years, male, white, stage:i, alive, 1981 days
26.1
TCGA-DW-7963-01B
43 years, male, black or african american, stage:i, alive, 1240 days
26.0
TCGA-B9-7268-01A
59 years, male, white, stage:ii, alive, 671 days
26.0
TCGA-2Z-A9JN-01A
50 years, female, black or african american, stage:i, alive, 740 days
26.0
TCGA-WN-AB4C-01A
female, white, stage:i, alive, 1188 days
25.9
TCGA-IZ-8195-01A
82 years, male, white, stage:ii, alive, 677 days
25.8
TCGA-B8-4621-01A
63 years, male, black or african american, stage:i, alive, 788 days
25.6
TCGA-KN-8426-01A
50 years, male, white, stage:iv, alive, 108 days
25.6
TCGA-B9-4113-01A
64 years, male, black or african american, stage:i, dead, 1536 days
25.6
TCGA-KL-8342-01A
45 years, female, white, stage:ii, alive, 2248 days
25.5
TCGA-KN-8421-01A
48 years, female, white, stage:ii, alive, 2674 days
25.2
TCGA-UZ-A9PS-01A
62 years, female, black or african american, stage:ii, alive, 2167 days
25.1
TCGA-B9-A69E-01A
71 years, male, white, stage:iii, alive, 452 days
24.9
TCGA-BQ-7051-01A
74 years, male, white, stage:ii, alive, 1533 days
24.8
TCGA-KL-8332-01A
55 years, male, white, stage:i, alive, 2582 days
24.6
TCGA-BQ-5876-01A
75 years, male, white, stage:i, alive, 586 days
24.5
TCGA-B0-5075-01A
77 years, female, white, stage:iii, dead, 637 days
24.1
TCGA-KM-8477-01A
56 years, male, white, stage:i, alive, 1553 days
23.9
TCGA-B8-5165-01A
43 years, male, white, stage:i, alive, 737 days
23.8
TCGA-BQ-5883-01A
79 years, female, black or african american, stage:i, alive, 1242 days
23.6
TCGA-IA-A40X-01A
49 years, female, black or african american, stage:i, alive, 608 days
23.5
TCGA-AL-3468-01A
74 years, male, white, stage:ii, dead, 2331 days
23.4
TCGA-BP-4775-01A
55 years, female, white, stage:i, alive, 1843 days
23.1
TCGA-AL-3466-01A
41 years, male, white, stage:iv, dead, 293 days
22.9
TCGA-BQ-7053-01A
57 years, female, black or african american, stage:iii, alive, 1516 days
22.8
TCGA-BQ-5891-01A
57 years, female, white, stage:iii, alive, 29 days
22.7
TCGA-KN-8419-01A
43 years, male, black or african american, stage:ii, alive, 714 days
22.7
TCGA-KO-8416-01A
41 years, male, white, stage:iii, alive, 2752 days
22.2
TCGA-CZ-5463-01A
76 years, male, white, stage:ii, alive, 662 days
22.2
TCGA-KM-8639-01A
67 years, male, white, stage:i, alive, 953 days
22.1
TCGA-CW-6093-01A
73 years, male, white, stage:i, alive, 3146 days
21.9
TCGA-SX-A7SP-01A
66 years, female, white, stage:i, dead, 496 days
21.8
TCGA-B3-3925-01A
52 years, male, white, stage:iii, alive, 1029 days
21.7
TCGA-B0-4852-01A
78 years, female, white, stage:ii, dead, 1121 days
21.7
TCGA-P4-AAVM-01A
69 years, male, white, stage:i, alive, 1539 days
21.6
TCGA-KO-8403-01A
49 years, male, white, stage:i, alive, 3208 days
21.6
TCGA-B2-3924-01A
73 years, male, white, stage:i, alive, 1092 days
21.5
TCGA-KN-8434-01A
65 years, female, white, stage:ii, alive, 1797 days
21.2
TCGA-F9-A97G-01A
79 years, male, asian, stage:iii, alive, 13 days
21.1
TCGA-A3-3308-01A
77 years, female, white, stage:iii, alive, 16 days
21.1
TCGA-KL-8325-01A
56 years, female, white, stage:ii, dead, 725 days
20.9
TCGA-B3-4103-01A
56 years, male, white, stage:i, alive, 930 days
20.8
TCGA-KO-8407-01A
42 years, male, white, stage:ii, alive, 2820 days
20.8
TCGA-A3-3385-01A
46 years, female, white, stage:i, alive, 1993 days
20.8
TCGA-KL-8326-01A
69 years, male, white, stage:iii, alive, 3322 days
20.7
TCGA-2Z-A9JD-01A
66 years, male, white, stage:i, alive, 1060 days
20.7
TCGA-KN-8424-01A
42 years, female, white, stage:i, alive, 1983 days
20.6
TCGA-B4-5838-01A
52 years, male, white, alive, 166 days
20.3
TCGA-B2-5635-01A
74 years, male, white, stage:i, alive, 755 days
20.0
TCGA-B0-5117-01A
40 years, male, white, stage:i, alive, 1608 days
20.0
TCGA-AK-3433-01A
48 years, female, white, stage:ii, alive, 3409 days
19.8
TCGA-G7-7501-01A
55 years, female, black or african american, stage:iii, dead, 624 days
19.6
TCGA-KL-8334-01A
37 years, female, white, stage:iii, alive, 2949 days
19.4
TCGA-BP-4995-01A
68 years, male, white, stage:i, alive, 1371 days
19.4
TCGA-5P-A9K8-01A
51 years, female, white, alive, 1309 days
18.9
TCGA-KM-8476-01A
47 years, male, white, stage:i, alive, 3745 days
18.7
TCGA-KL-8323-01A
57 years, female, white, stage:iii, dead, 1158 days
18.5
TCGA-BP-4994-01A
54 years, male, white, stage:i, alive, 1308 days
18.3
TCGA-BQ-5884-01A
59 years, female, black or african american, stage:i, alive, 792 days
17.8
TCGA-A4-7996-01A
61 years, female, white, stage:i, alive, 506 days
17.7
TCGA-B8-A54E-01A
62 years, female, black or african american, stage:i, alive, 909 days
17.4
TCGA-KL-8333-01A
69 years, male, white, stage:ii, alive, 2991 days
17.0
TCGA-B8-4619-01A
58 years, male, white, stage:i, alive, 523 days
16.6
TCGA-KL-8329-01A
57 years, female, asian, stage:i, alive, 2752 days
15.9
TCGA-AK-3456-01A
48 years, male, black or african american, stage:ii, alive, 1143 days
15.9
TCGA-KN-8432-01A
86 years, female, white, stage:ii, alive, 76 days
15.5
TCGA-MH-A857-01A
63 years, male, black or african american, stage:i, alive, 890 days
15.5
TCGA-KO-8406-01A
17 years, female, white, stage:i, alive, 3145 days
15.4
TCGA-KM-8441-01A
61 years, female, white, stage:i, alive, 876 days
15.3
TCGA-BP-4967-01A
76 years, male, white, stage:iii, alive, 205 days
15.2
TCGA-B0-4834-01A
49 years, male, white, stage:i, dead, 2090 days
15.1
TCGA-KM-8440-01A
37 years, male, black or african american, stage:iii, alive, 1366 days
14.8
TCGA-AS-3777-01A
63 years, male, white, stage:i, alive, 1238 days
14.6
TCGA-A4-A57E-01A
59 years, male, white, stage:iv, dead, 258 days
14.5
TCGA-BQ-5878-01A
79 years, female, white, stage:iii, alive, 1938 days
14.4
TCGA-AK-3440-01A
58 years, male, white, stage:i, alive, 2865 days
14.4
TCGA-KO-8417-01A
30 years, female, white, stage:i, alive, 2815 days
14.3
TCGA-BQ-7050-01A
53 years, female, white, stage:i, alive, 1864 days
14.0
TCGA-UZ-A9Q1-01A
88 years, female, white, stage:i, alive, 1562 days
13.9
TCGA-DW-7839-01A
58 years, female, white, stage:i, alive, 419 days
13.8
TCGA-KL-8335-01A
68 years, male, white, stage:iii, alive, 2815 days
13.6
TCGA-KN-8428-01A
71 years, male, white, stage:ii, dead, 1590 days
13.3
TCGA-KL-8343-01A
72 years, male, white, stage:iii, dead, 2172 days
13.1
TCGA-KN-8437-01A
42 years, female, white, stage:i, alive, 3068 days
13.0
TCGA-B2-5633-01B
56 years, male, white, stage:i, alive, 963 days
13.0
TCGA-A3-3374-01A
51 years, female, black or african american, stage:i, alive, 1314 days
12.9
TCGA-KL-8337-01A
26 years, male, black or african american, stage:ii, alive, 1364 days
12.9
TCGA-KM-8439-01A
30 years, male, white, stage:i, alive, 708 days
12.6
TCGA-KL-8336-01A
51 years, female, white, stage:iv, dead, 920 days
12.4
TCGA-2Z-A9JO-01A
56 years, female, black or african american, stage:i, alive, 949 days
12.3
TCGA-KN-8418-01A
41 years, female, white, stage:ii, alive, 3935 days
12.1
TCGA-AK-3465-01A
71 years, female, black or african american, stage:i, alive, 369 days
11.8
TCGA-5P-A9KH-01A
77 years, male, white, alive, 2051 days
11.5
TCGA-KL-8327-01A
46 years, female, white, stage:i, alive, 4169 days
11.4
TCGA-BP-4756-01A
63 years, female, asian, stage:i, alive, 374 days
11.4
TCGA-KL-8331-01A
48 years, female, white, stage:ii, alive, 3010 days
11.4
TCGA-KN-8429-01A
38 years, female, white, stage:iii, alive, 2650 days
11.1
TCGA-KM-8443-01A
58 years, male, white, stage:ii, alive, 1520 days
10.8
TCGA-A3-3328-01A
79 years, male, white, stage:i, alive, 1385 days
10.3
TCGA-B9-A8YI-01A
79 years, male, black or african american, stage:i, alive, 374 days
10.3
TCGA-B2-3923-01A
59 years, male, white, stage:ii, alive, 992 days
10.1
TCGA-KL-8345-01A
75 years, male, white, stage:iii, alive, 1665 days
9.5
TCGA-KL-8339-01A
67 years, male, white, stage:iv, dead, 855 days
9.0
TCGA-KL-8328-01A
60 years, male, white, stage:ii, alive, 3127 days
9.0
TCGA-SX-A7SO-01A
64 years, male, white, stage:i, alive, 1257 days
8.7
TCGA-A3-3313-01A
59 years, male, black or african american, stage:i, dead, 735 days
8.5
TCGA-AL-3467-01A
54 years, female, white, alive, 2135 days
8.5
TCGA-KN-8435-01A
59 years, male, white, stage:ii, alive, 3498 days
7.9
TCGA-B3-4104-01A
75 years, male, white, stage:ii, alive, 1049 days
7.5
TCGA-KO-8411-01A
58 years, male, white, stage:i, alive, 3958 days
7.5
TCGA-CJ-5681-01A
44 years, female, white, stage:iv, dead, 552 days
6.9
TCGA-AK-3443-01A
45 years, male, white, stage:ii, alive, 1423 days
6.7
TCGA-B8-4146-01B
41 years, female, white, stage:i, alive, 511 days
6.3
TCGA-B8-5546-01A
38 years, female, black or african american, stage:i, alive, 505 days
6.3
TCGA-B4-5832-01A
65 years, male, white, stage:iii, alive, 155 days
4.9
TCGA-KL-8341-01A
41 years, male, asian, stage:iv, dead, 754 days
4.0
TCGA-CZ-5989-01A
60 years, male, white, stage:ii, alive, 1905 days
2.6
Show all
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
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).
The Human Protein Atlas project is funded
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