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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.
BEX2 is not prognostic in Kidney Chromophobe (TCGA)
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 average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
48.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
128.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
112.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
107.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
95.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
94.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
92.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
92.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
89.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
85.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
82.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
80.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
79.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
79.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
77.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
77.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
76.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
71.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
69.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
68.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
68.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
65.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
62.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
62.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
61.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
61.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
58.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
54.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
53.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
52.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
51.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
51.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
50.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
50.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
46.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
45.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
40.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
39.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
38.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
38.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
36.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
35.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
34.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
33.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
30.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
26.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
22.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
21.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
18.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
15.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
13.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
13.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
12.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
12.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
11.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
10.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
10.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
9.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
7.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
6.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
5.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
3.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
2.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
0.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
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.
BEX2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
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 average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
27.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
153.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
125.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
118.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
113.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
104.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
103.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
102.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
99.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
97.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
87.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
86.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
85.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
84.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
82.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
82.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
81.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
80.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
79.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
79.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
79.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
79.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
75.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
75.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
75.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
74.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
74.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
74.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
73.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
72.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
72.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
72.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
71.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
70.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
69.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
68.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
68.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
68.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
68.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
67.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
67.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
66.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
66.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
64.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
63.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
62.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
61.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
61.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
60.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
60.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
59.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
58.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
58.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
58.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
57.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
57.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
57.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
56.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
56.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
55.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
55.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
55.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
54.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
53.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
53.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
53.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
53.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
52.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
52.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
52.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
51.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
51.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
51.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
51.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
51.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
51.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
50.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
50.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
50.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
50.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
50.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
50.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
50.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
49.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
49.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
49.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
49.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
48.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
48.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
48.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
48.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
48.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
48.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
47.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
47.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
46.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
46.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
46.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
46.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
46.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
46.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
45.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
45.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
45.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
44.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
44.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
44.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
44.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
43.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
43.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
43.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
43.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
42.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
42.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
42.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
42.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
42.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
42.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
42.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
42.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
41.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
41.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
41.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
41.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
41.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
41.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
41.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
40.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
40.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
39.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
39.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
39.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
39.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
39.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
39.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
39.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
38.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
38.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
38.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
38.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
38.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
38.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
38.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
38.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
37.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
37.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
37.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
37.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
37.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
37.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
37.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
36.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
36.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
36.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
36.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
36.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
36.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
36.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
36.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
36.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
36.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
35.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
35.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
35.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
34.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
34.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
34.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
33.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
33.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
33.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
33.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
33.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
33.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
33.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
33.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
32.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
32.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
32.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
32.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
32.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
32.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
31.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
31.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
31.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
31.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
31.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
31.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
31.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
30.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
30.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
30.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
30.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
30.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
30.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
30.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
29.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
29.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
29.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
29.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
29.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
29.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
29.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
28.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
28.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
28.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
28.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
28.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
28.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
27.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
27.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
27.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
27.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
27.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
27.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
27.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
27.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
27.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
27.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
26.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
26.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
26.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
26.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
26.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
26.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
26.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
26.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
26.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
26.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
26.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
26.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
26.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
26.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
26.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
25.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
25.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
25.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
25.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
24.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
24.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
24.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
24.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
24.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
24.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
24.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
24.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
24.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
24.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
24.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
24.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
24.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
24.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
23.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
23.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
23.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
23.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
23.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
23.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
23.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
23.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
23.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
22.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
22.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
22.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
22.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
22.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
21.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
21.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
21.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
21.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
21.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
21.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
20.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
20.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
20.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
20.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
20.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
19.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
19.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
19.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
19.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
19.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
19.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
19.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
19.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
18.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
18.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
18.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
18.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
18.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
18.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
18.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
18.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
18.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
18.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
18.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
17.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
17.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
17.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
17.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
17.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
17.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
17.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
17.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
17.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
16.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
16.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
16.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
16.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
16.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
15.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
15.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
15.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
15.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
15.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
15.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
15.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
15.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
15.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
15.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
15.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
15.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
15.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
14.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
14.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
14.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
14.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
14.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
14.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
14.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
14.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
14.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
14.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
14.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
14.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
14.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
13.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
13.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
13.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
13.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
13.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
13.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
13.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
13.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
13.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
13.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
12.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
12.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
12.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
12.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
12.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
12.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
12.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
12.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
12.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
12.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
12.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
12.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
12.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
12.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
12.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
12.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
12.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
11.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
11.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
11.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
11.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
11.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
11.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
11.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
10.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
10.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
10.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
10.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
10.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
10.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
10.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
10.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
10.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
10.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
10.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
10.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
10.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
10.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
10.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
10.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
10.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
9.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
9.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
9.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
9.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
9.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
9.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
9.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
9.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
8.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
8.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
8.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
8.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
8.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
8.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
8.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
8.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
8.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
8.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
8.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
7.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
7.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
7.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
7.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
7.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
7.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
7.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
7.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
7.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
7.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
7.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
7.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
6.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
6.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
6.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
6.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
6.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
6.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
6.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
6.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
6.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
6.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
6.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
6.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
6.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
6.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
6.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
6.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
5.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
5.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
5.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
5.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
5.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
5.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
5.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
5.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
5.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
5.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
5.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
5.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
5.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
4.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
4.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
4.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
4.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
4.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
4.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
4.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
4.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
4.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
4.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
4.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
4.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
4.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
4.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
4.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
4.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
4.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
3.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
3.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
3.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
3.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
3.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
3.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
3.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
3.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
3.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
3.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
3.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
2.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
2.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
2.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
2.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
2.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
2.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
2.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
2.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
2.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
2.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
2.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
2.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
2.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
2.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
2.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
2.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
2.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
2.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
2.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
1.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
1.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
1.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
1.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
1.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
1.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
1.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
1.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
1.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
1.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
1.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
1.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
0.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
0.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
0.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
0.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
0.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
0.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
0.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
0.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
0.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
0.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
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.
BEX2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
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 average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
97.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
79.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
71.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
62.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
58.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
50.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
49.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
48.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
47.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
47.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
45.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
45.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
43.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
41.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
39.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
38.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
38.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
37.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
37.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
36.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
35.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
33.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
32.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
31.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
30.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
30.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
29.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
29.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
28.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
27.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
26.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
26.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
26.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
23.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
23.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
23.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
23.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
22.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
21.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
21.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
20.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
20.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
19.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
18.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
18.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
18.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
18.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
18.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
18.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
18.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
17.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
16.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
16.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
15.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
14.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
14.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
14.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
14.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
13.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
13.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
13.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
13.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
12.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
12.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
12.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
11.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
10.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
10.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
10.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
9.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
9.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
9.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
8.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
7.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
7.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
7.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
7.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
6.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
6.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
6.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
4.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
4.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
4.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
3.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
3.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
3.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
2.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
2.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
2.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
1.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
1.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
1.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
1.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
1.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
1.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
1.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
1.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
0.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
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.
BEX2 is potential prognostic, high expression is favorable in Kidney Renal Papillary Cell Carcinoma (TCGA)
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 average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
43.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
186.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
167.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
143.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
134.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
126.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
124.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
123.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
121.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
117.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
110.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
100.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
99.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
99.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
99.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
93.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
90.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
89.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
88.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
88.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
86.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
84.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
82.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
82.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
81.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
81.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
80.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
79.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
78.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
78.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
76.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
76.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
75.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
74.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
74.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
74.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
74.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
73.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
73.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
71.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
70.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
69.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
69.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
66.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
66.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
65.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
65.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
64.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
63.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
62.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
62.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
62.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
62.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
61.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
61.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
61.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
60.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
59.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
59.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
59.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
59.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
59.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
59.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
57.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
57.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
57.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
57.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
56.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
56.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
55.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
55.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
55.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
55.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
55.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
55.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
54.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
54.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
54.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
53.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
53.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
53.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
53.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
52.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
52.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
52.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
51.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
50.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
50.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
50.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
50.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
49.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
49.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
48.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
48.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
48.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
48.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
48.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
48.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
47.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
47.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
47.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
47.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
47.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
47.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
46.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
45.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
45.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
45.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
45.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
45.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
45.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
44.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
44.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
44.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
44.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
44.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
44.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
43.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
43.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
43.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
43.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
43.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
43.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
42.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
42.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
42.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
42.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
41.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
40.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
40.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
40.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
40.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
39.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
39.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
39.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
39.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
38.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
38.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
38.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
38.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
38.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
38.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
38.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
38.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
38.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
38.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
37.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
37.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
37.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
37.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
36.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
36.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
36.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
36.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
36.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
36.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
36.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
36.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
36.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
36.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
36.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
35.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
35.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
35.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
35.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
34.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
34.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
34.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
34.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
34.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
34.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
33.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
33.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
33.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
33.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
33.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
33.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
33.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
33.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
33.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
32.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
32.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
32.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
32.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
31.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
31.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
31.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
31.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
31.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
30.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
30.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
30.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
29.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
29.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
29.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
27.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
27.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
27.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
27.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
27.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
27.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
26.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
26.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
26.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
26.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
26.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
26.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
26.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
26.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
26.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
25.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
25.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
25.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
24.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
24.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
23.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
23.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
23.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
23.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
23.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
23.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
23.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
22.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
22.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
22.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
22.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
22.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
21.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
21.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
21.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
20.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
19.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
19.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
19.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
19.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
19.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
19.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
19.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
18.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
18.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
18.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
18.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
18.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
18.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
18.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
17.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
17.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
17.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
17.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
16.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
16.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
15.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
15.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
15.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
14.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
14.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
14.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
13.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
13.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
12.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
11.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
11.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
11.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
10.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
10.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
10.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
10.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
9.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
9.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
8.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
8.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
7.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
7.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
6.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
5.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
5.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
3.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
2.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
2.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
0.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
0.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
0.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
0.1
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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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, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
