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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.
ENDOV 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
10.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
27.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
24.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
22.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
21.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
20.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
20.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
18.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
18.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
18.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
17.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
14.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
14.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
14.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
14.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
14.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
13.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
13.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
12.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
12.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
11.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
11.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
11.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
11.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
11.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
11.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
10.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
10.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
10.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
10.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
9.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
9.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
9.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
9.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
9.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
8.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
8.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
8.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
8.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
8.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
8.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
8.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
8.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
7.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
7.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
7.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
7.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
7.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
7.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
6.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
6.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
6.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
6.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
5.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
5.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
5.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
5.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
5.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
4.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
4.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
4.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
3.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
3.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
1.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 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.
ENDOV is not prognostic 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
11.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
39.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
28.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
25.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
25.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
23.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
22.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
21.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
21.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
21.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
20.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
20.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
20.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
20.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
20.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
20.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
19.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
19.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
19.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
19.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
19.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
19.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
19.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
19.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
18.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
18.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
18.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
18.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
18.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
18.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
18.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
18.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
18.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
17.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
17.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
17.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
17.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
17.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
17.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
17.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
17.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
17.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
17.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
17.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
17.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
17.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
17.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
16.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
16.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
16.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
16.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
16.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
16.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
16.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
16.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
16.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
16.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
16.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
16.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
16.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
16.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
16.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
16.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
16.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
15.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
15.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
15.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
15.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
15.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
15.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
15.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
15.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
15.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
15.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
15.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
15.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
15.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
15.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
15.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
15.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
15.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
15.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
15.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
15.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
15.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
15.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
15.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
14.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
14.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
14.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
14.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
14.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
14.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
14.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
14.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
14.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
14.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
14.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
14.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
14.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
14.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
14.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
14.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
14.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
14.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
14.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
14.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
14.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
14.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
14.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
14.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
14.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
14.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
14.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
14.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
14.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
14.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
14.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
14.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
14.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
14.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
14.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
14.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
14.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
14.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
14.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
13.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
13.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
13.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
13.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
13.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
13.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
13.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
13.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
13.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
13.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
13.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
13.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
13.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
13.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
13.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
13.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
13.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
13.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
13.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
13.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
13.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
13.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
13.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
13.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
13.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
13.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
13.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
13.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
13.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
13.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
13.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
13.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
13.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
13.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
13.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
13.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
12.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
12.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
12.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
12.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
12.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
12.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
12.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
12.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
12.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
12.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
12.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
12.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
12.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
12.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
12.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
12.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
12.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
12.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
12.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
12.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
12.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
12.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
12.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
12.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
12.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
12.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
12.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
12.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
12.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
12.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
12.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
12.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
12.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
12.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
12.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
12.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
12.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
12.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
12.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
12.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
12.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
12.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
12.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
12.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
12.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
12.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
11.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
11.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
11.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
11.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
11.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
11.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
11.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
11.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
11.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
11.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
11.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
11.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
11.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
11.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
11.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
11.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
11.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
11.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
11.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
11.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
11.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
11.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
11.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
11.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
11.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
11.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
11.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
11.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
11.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
11.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
11.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
11.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
11.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
11.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
11.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
11.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
11.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
11.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
11.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
11.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
11.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
11.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
11.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
11.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
11.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
11.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
11.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
11.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
11.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
11.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
11.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
11.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
11.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
11.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
10.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
10.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
10.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
10.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
10.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
10.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
10.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
10.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
10.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
10.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
10.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
10.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
10.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
10.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
10.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
10.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
10.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
10.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
10.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
10.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
10.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
10.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
10.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
10.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
10.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
10.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
10.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
10.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
10.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
10.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
10.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
10.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
10.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
10.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
10.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
10.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
10.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
10.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
10.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
10.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
10.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
10.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
10.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
10.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
10.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
10.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
10.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
10.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
10.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
10.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
10.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
10.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
10.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
10.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
9.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
9.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
9.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
9.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
9.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
9.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
9.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
9.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
9.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
9.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
9.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
9.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
9.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
9.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
9.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
9.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
9.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
9.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
9.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
9.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
9.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
9.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
9.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
9.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
9.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
9.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
9.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
9.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
9.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
9.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
9.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
9.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
9.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
9.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
9.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
9.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
9.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
9.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
9.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
9.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
9.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
9.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
9.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
9.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
9.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
9.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
9.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
9.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
9.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
9.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
8.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
8.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
8.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
8.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
8.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
8.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
8.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
8.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
8.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
8.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
8.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
8.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
8.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
8.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
8.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
8.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
8.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
8.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
8.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
8.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
8.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
8.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
8.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
8.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
8.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
8.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
8.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
8.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
8.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
8.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
8.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
8.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
8.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
8.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
8.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
8.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
8.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
8.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
8.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
8.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
8.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
8.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
8.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
8.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
8.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
8.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
8.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
8.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
8.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
7.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
7.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
7.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
7.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
7.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
7.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
7.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
7.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
7.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
7.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
7.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
7.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
7.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
7.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
7.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
7.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
7.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
7.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
7.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
7.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
7.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
7.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
7.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
7.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
7.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
7.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
7.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
7.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
7.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
7.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
7.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
7.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
7.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
6.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
6.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
6.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
6.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
6.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
6.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
6.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
6.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
6.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
6.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
6.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
6.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
6.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
6.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
6.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
6.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
6.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
6.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
6.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
6.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
6.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
6.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
6.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
6.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
6.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
6.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
6.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
6.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
6.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
6.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
6.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
6.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
6.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
6.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
6.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
6.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
6.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
6.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
6.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
6.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
5.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
5.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
5.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
5.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
5.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
5.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
5.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
5.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
5.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
5.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
5.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
5.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
5.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
5.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
5.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
5.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
4.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
4.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
4.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
4.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
4.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
4.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
3.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
3.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
3.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
2.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
2.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
2.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
2.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
2.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 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.
ENDOV 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
11.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
21.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
21.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
19.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
18.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
17.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
17.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
17.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
16.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
16.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
15.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
15.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
15.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
15.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
15.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
15.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
15.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
15.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
15.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
15.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
15.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
14.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
14.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
14.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
13.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
13.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
13.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
13.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
13.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
13.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
13.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
13.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
13.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
13.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
13.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
12.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
12.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
12.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
12.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
12.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
12.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
12.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
12.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
12.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
11.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
11.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
11.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
11.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
11.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
11.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
10.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
10.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
10.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
10.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
10.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
10.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
10.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
10.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
10.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
10.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
10.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
10.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
10.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
9.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
9.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
9.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
9.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
9.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
9.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
9.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
9.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
9.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
9.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
9.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
9.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
9.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
9.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
9.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
8.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
8.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
8.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
8.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
8.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
7.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
7.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
7.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
7.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
7.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
7.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
7.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
6.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
6.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
6.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
6.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
6.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
6.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
6.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
5.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
5.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
5.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 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.
ENDOV is not prognostic 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
17.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
52.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
51.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
46.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
46.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
45.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
42.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
41.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
40.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
38.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
35.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
35.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
35.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
34.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
34.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
34.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
31.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
31.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
30.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
29.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
29.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
29.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
29.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
28.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
28.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
28.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
28.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
28.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
28.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
27.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
27.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
27.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
27.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
27.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
27.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
26.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
26.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
26.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
26.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
25.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
25.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
25.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
25.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
25.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
25.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
25.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
25.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
25.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
24.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
24.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
24.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
24.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
24.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
24.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
24.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
23.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
23.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
23.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
23.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
23.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
23.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
23.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
23.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
22.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
22.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
22.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
22.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
22.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
22.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
22.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
22.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
22.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
22.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
21.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
21.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
21.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
21.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
21.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
21.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
21.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
21.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
21.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
21.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
21.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
21.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
20.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
20.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
20.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
20.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
20.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
20.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
20.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
20.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
20.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
20.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
20.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
19.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
19.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
19.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
19.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
19.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
19.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
19.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
19.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
19.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
19.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
19.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
19.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
19.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
18.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
18.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
18.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
18.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
18.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
18.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
18.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
18.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
18.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
17.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
17.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
17.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
17.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
17.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
17.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
17.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
17.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
17.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
17.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
17.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
17.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
17.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
17.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
17.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
16.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
16.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
16.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
16.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
16.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
16.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
16.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
16.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
16.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
16.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
15.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
15.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
15.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
15.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
15.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
15.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
15.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
15.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
15.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
15.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
15.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
15.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
15.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
15.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
15.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
15.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
15.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
15.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
15.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
15.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
14.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
14.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
14.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
14.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
14.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
14.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
14.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
14.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
14.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
14.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
14.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
14.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
14.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
14.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
14.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
14.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
14.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
14.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
14.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
14.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
14.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
14.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
13.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
13.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
13.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
13.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
13.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
13.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
13.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
13.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
13.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
13.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
13.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
13.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
13.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
13.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
12.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
12.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
12.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
12.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
12.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
12.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
12.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
12.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
12.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
12.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
12.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
12.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
12.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
12.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
12.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
12.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
12.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
11.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
11.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
11.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
11.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
11.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
11.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
11.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
11.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
10.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
10.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
10.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
10.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
10.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
10.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
10.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
10.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
10.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
10.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
9.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
9.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
9.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
9.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
9.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
9.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
9.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
9.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
9.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
9.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
9.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
9.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
9.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
9.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
9.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
9.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
9.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
8.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
8.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
8.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
8.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
8.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
8.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
8.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
8.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
8.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
7.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
7.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
7.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
7.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
7.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
7.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
7.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
6.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
6.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
6.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
6.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
6.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
5.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
5.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
5.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
5.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
5.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
4.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
4.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
4.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
2.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
1.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0081880003
Tumor
1.6
CPT0011410003
Tumor
1.4
CPT0025230003
Tumor
1.2
CPT0017850003
Tumor
1.2
CPT0025880003
Tumor
1.2
CPT0075130003
Tumor
1.0
CPT0009000003
Tumor
1.0
CPT0021240003
Tumor
1.0
CPT0012920003
Normal
0.8
CPT0079380003
Tumor
0.7
CPT0065930003
Tumor
0.6
CPT0001340003
Tumor
0.6
CPT0014470001
Normal
0.6
CPT0075170001
Normal
0.6
CPT0092790003
Tumor
0.6
CPT0066520001
Normal
0.6
CPT0092730003
Tumor
0.6
CPT0025110003
Tumor
0.5
CPT0001540009
Tumor
0.5
CPT0009060003
Tumor
0.5
CPT0017410003
Tumor
0.5
CPT0015730003
Tumor
0.5
CPT0001550001
Normal
0.5
CPT0012900004
Tumor
0.5
CPT0025350003
Tumor
0.5
CPT0086030003
Tumor
0.5
CPT0075570001
Normal
0.4
CPT0088500001
Normal
0.4
CPT0065870003
Tumor
0.4
CPT0069010001
Normal
0.4
CPT0009020003
Normal
0.4
CPT0078840001
Normal
0.4
CPT0015810003
Tumor
0.3
CPT0066480003
Tumor
0.3
CPT0078670001
Normal
0.3
CPT0092800003
Normal
0.3
CPT0009080003
Normal
0.3
CPT0012280003
Tumor
0.3
CPT0025290003
Tumor
0.3
CPT0069000003
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0006630003
Tumor
0.3
CPT0020120003
Tumor
0.3
CPT0077490003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0079510001
Normal
0.2
CPT0012180003
Tumor
0.2
CPT0088570001
Normal
0.2
CPT0069160003
Tumor
0.2
CPT0025920001
Normal
0.1
CPT0077500001
Normal
0.1
CPT0023710001
Normal
0.1
CPT0007470001
Normal
0.1
CPT0065750003
Tumor
0.1
CPT0086830003
Normal
0.1
CPT0078830003
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0018250001
Normal
0.1
CPT0079300001
Normal
0.1
CPT0075720003
Tumor
0.0
CPT0014450004
Tumor
0.0
CPT0001350001
Normal
0.0
CPT0017450001
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0078530001
Normal
0.0
CPT0069190001
Normal
-0.1
CPT0085670003
Tumor
-0.1
CPT0088550004
Tumor
-0.1
CPT0088920001
Normal
-0.1
CPT0025170003
Tumor
-0.1
CPT0000780007
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0000790001
Normal
-0.2
CPT0084560003
Tumor
-0.2
CPT0020130001
Normal
-0.2
CPT0092740003
Normal
-0.3
CPT0088480003
Tumor
-0.3
CPT0012080003
Tumor
-0.3
CPT0084590001
Normal
-0.3
CPT0012290003
Normal
-0.4
CPT0065450001
Normal
-0.4
CPT0088900003
Tumor
-0.4
CPT0086370003
Normal
-0.5
CPT0079230003
Tumor
-0.5
CPT0006730001
Normal
-0.5
CPT0065430003
Tumor
-0.6
CPT0012640003
Normal
-0.6
CPT0065690003
Tumor
-0.6
CPT0012090003
Normal
-0.7
CPT0023690003
Tumor
-0.7
CPT0075560003
Tumor
-0.7
CPT0012670003
Tumor
-0.8
CPT0078510003
Tumor
-0.9
CPT0078800003
Tumor
-0.9
CPT0078660003
Tumor
-1.0
CPT0001510001
Normal
-1.1
CPT0065820001
Normal
-1.2
CPT0001500009
Tumor
-1.3
CPT0065810003
Tumor
-1.4
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0064370003
Tumor
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0077140001
Normal
N/A
CPT0025050003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0019990003
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079180003
Tumor
N/A
CPT0063640001
Normal
N/A
CPT0010170001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0024680001
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0020020001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0023350003
Tumor
N/A
CPT0014130001
Normal
N/A
CPT0066470004
Tumor
N/A
CPT0079000001
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0089480003
Normal
N/A
CPT0064400001
Normal
N/A
CPT0077110003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0077320001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0006530001
Normal
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0089460004
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0076350001
Normal
N/A
CPT0012370003
Tumor
N/A
CPT0079410003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0078990003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0000640003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0013790003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0001220008
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0000660001
Normal
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.
The Human Protein Atlas project is funded
