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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.
DCAKD 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
20.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
42.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
41.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
38.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
37.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
36.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
36.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
35.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
34.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
31.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
31.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
31.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
30.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
30.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
30.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
28.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
28.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
26.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
25.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
23.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
23.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
22.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
22.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
22.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
21.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
21.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
20.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
20.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
19.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
19.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
18.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
18.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
18.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
18.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
18.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
18.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
17.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
16.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
16.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
15.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
15.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
15.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
15.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
15.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
14.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
14.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
13.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
13.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
13.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
13.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
12.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
12.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
11.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
11.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
11.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
11.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
10.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
10.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
10.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
9.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
9.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
8.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
7.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
6.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 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.
DCAKD 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
16.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
68.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
57.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
49.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
40.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
40.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
37.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
34.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
34.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
32.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
30.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
29.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
29.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
29.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
27.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
27.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
27.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
26.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
26.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
26.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
25.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
25.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
24.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
24.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
24.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
24.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
24.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
24.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
23.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
23.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
23.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
23.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
23.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
23.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
23.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
23.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
23.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
23.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
22.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
22.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
22.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
22.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
22.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
22.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
22.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
22.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
22.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
22.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
22.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
22.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
22.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
22.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
22.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
21.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
21.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
21.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
21.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
21.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
21.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
21.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
21.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
21.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
21.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
21.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
21.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
21.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
21.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
21.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
21.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
21.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
20.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
20.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
20.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
20.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
20.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
20.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
20.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
20.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
20.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
20.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
20.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
20.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
20.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
20.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
20.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
20.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
20.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
20.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
20.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
20.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
20.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
20.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
20.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
20.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
20.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
20.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
20.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
20.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
20.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
20.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
20.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
20.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
20.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
20.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
20.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
19.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
19.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
19.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
19.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
19.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
19.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
19.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
19.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
19.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
19.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
19.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
19.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
19.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
19.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
19.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
19.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
19.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
19.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
19.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
19.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
19.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
19.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
19.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
19.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
19.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
19.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
19.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
19.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
19.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
19.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
19.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
19.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
19.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
19.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
19.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
19.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
18.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
18.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
18.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
18.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
18.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
18.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
18.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
18.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
18.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
18.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
18.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
18.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
18.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
18.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
18.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
18.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
18.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
18.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
18.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
18.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
18.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
18.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
18.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
18.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
18.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
18.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
18.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
18.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
18.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
18.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
18.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
18.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
18.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
18.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
18.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
18.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
18.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
18.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
18.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
17.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
17.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
17.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
17.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
17.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
17.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
17.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
17.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
17.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
17.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
17.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
17.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
17.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
17.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
17.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
17.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
17.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
17.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
17.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
17.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
17.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
17.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
17.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
17.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
17.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
17.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
17.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
17.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
17.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
17.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
17.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
17.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
17.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
17.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
17.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
17.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
17.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
17.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
17.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
17.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
17.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
17.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
17.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
17.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
17.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
17.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
16.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
16.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
16.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
16.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
16.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
16.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
16.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
16.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
16.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
16.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
16.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
16.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
16.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
16.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
16.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
16.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
16.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
16.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
16.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
16.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
16.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
16.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
16.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
16.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
16.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
16.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
16.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
16.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
16.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
16.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
16.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
16.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
16.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
16.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
16.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
16.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
16.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
16.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
16.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
16.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
16.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
16.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
16.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
16.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
16.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
16.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
16.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
16.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
16.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
16.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
16.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
16.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
16.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
16.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
16.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
16.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
15.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
15.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
15.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
15.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
15.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
15.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
15.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
15.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
15.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
15.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
15.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
15.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
15.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
15.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
15.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
15.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
15.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
15.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
15.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
15.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
15.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
15.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
15.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
15.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
15.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
15.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
15.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
15.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
15.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
15.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
15.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
15.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
15.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
15.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
15.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
15.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
15.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
15.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
15.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
15.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
15.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
15.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
15.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
15.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
15.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
15.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
15.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
15.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
15.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
15.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
15.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
15.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
15.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
15.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
15.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
15.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
15.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
14.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
14.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
14.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
14.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
14.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
14.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
14.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
14.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
14.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
14.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
14.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
14.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
14.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
14.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
14.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
14.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
14.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
14.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
14.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
14.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
14.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
14.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
14.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
14.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
14.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
14.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
14.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
14.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
14.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
14.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
14.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
14.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
14.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
14.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
14.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
14.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
14.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
14.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
14.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
14.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
14.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
14.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
14.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
13.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
13.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
13.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
13.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
13.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
13.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
13.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
13.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
13.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
13.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
13.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
13.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
13.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
13.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
13.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
13.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
13.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
13.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
13.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
13.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
13.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
13.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
13.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
13.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
13.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
13.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
13.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
13.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
13.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
13.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
13.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
13.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
13.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
13.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
13.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
13.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
13.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
13.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
12.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
12.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
12.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
12.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
12.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
12.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
12.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
12.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
12.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
12.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
12.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
12.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
12.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
12.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
12.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
12.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
12.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
12.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
12.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
12.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
12.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
12.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
12.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
12.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
12.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
12.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
12.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
12.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
12.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
12.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
11.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
11.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
11.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
11.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
11.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
11.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
11.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
11.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
11.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
11.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
11.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
11.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
11.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
11.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
11.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
11.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
11.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
11.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
11.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
10.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
10.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
10.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
10.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
10.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
10.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
10.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
10.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
10.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
10.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
10.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
10.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
10.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
10.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
10.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
10.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
10.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
9.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
9.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
9.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
9.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
9.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
9.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
9.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
9.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
9.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
9.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
9.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
9.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
9.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
9.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
9.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
8.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
8.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
8.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
8.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
8.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
8.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
8.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
8.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
7.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
7.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
7.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
7.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
7.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
6.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
6.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
6.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
6.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
5.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
DCAKD 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
13.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
32.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
24.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
23.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
23.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
21.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
21.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
20.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
19.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
19.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
18.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
18.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
18.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
18.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
18.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
17.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
17.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
17.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
17.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
16.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
16.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
16.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
16.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
16.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
15.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
15.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
15.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
15.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
15.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
15.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
15.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
14.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
14.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
14.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
14.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
14.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
14.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
14.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
14.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
14.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
13.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
13.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
13.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
13.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
13.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
13.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
13.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
13.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
13.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
13.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
13.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
13.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
13.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
13.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
13.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
13.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
12.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
12.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
12.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
12.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
12.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
12.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
12.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
12.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
12.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
12.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
12.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
12.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
12.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
11.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
11.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
11.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
11.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
11.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
11.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
11.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
11.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
11.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
10.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
10.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
10.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
10.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
10.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
10.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
9.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
9.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
9.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
9.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
9.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
9.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
9.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
8.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
8.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
8.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
8.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
8.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
7.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
7.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
7.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 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.
DCAKD is potential prognostic, high expression is favorable in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
33.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
97.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
82.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
81.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
81.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
78.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
70.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
69.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
68.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
67.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
67.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
64.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
64.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
64.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
60.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
60.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
60.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
58.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
57.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
57.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
57.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
57.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
56.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
56.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
55.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
55.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
54.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
53.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
53.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
52.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
52.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
52.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
52.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
51.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
51.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
51.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
51.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
50.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
49.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
49.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
49.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
49.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
48.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
47.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
47.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
47.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
47.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
46.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
46.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
46.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
45.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
45.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
45.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
45.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
45.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
45.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
44.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
44.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
44.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
44.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
44.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
43.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
43.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
43.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
42.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
42.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
42.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
41.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
41.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
41.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
41.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
41.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
40.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
40.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
40.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
40.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
40.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
40.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
39.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
39.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
39.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
39.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
38.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
38.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
38.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
38.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
37.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
37.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
37.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
36.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
36.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
36.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
36.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
36.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
36.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
36.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
36.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
36.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
35.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
35.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
35.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
35.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
35.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
35.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
35.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
35.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
35.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
35.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
34.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
34.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
34.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
34.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
34.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
34.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
34.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
33.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
33.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
33.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
33.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
33.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
33.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
33.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
33.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
33.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
32.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
32.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
32.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
32.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
31.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
31.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
31.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
31.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
31.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
31.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
31.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
31.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
31.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
31.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
31.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
31.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
31.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
30.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
30.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
30.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
30.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
30.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
30.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
29.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
29.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
29.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
29.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
29.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
29.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
29.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
29.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
29.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
29.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
29.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
28.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
28.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
28.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
28.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
28.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
28.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
28.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
28.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
28.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
27.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
27.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
27.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
27.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
27.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
27.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
26.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
26.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
26.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
26.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
26.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
26.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
26.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
26.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
26.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
25.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
25.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
25.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
25.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
25.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
25.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
25.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
24.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
24.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
24.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
24.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
24.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
24.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
24.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
23.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
23.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
23.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
22.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
22.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
22.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
22.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
22.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
22.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
22.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
22.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
22.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
22.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
22.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
22.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
21.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
21.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
21.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
21.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
21.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
21.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
20.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
20.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
20.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
20.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
20.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
20.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
20.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
20.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
20.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
20.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
20.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
20.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
19.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
19.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
19.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
19.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
19.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
19.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
18.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
18.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
18.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
18.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
18.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
18.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
18.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
18.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
18.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
17.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
17.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
17.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
17.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
17.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
17.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
17.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
17.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
17.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
16.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
16.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
16.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
16.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
16.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
15.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
15.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
15.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
15.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
14.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
14.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
14.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
14.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
13.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
13.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
13.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
13.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
12.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
12.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
12.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
11.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
11.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
11.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
11.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
10.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
9.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
9.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
9.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
8.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
7.6
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088970003
Tumor
0.7
CPT0002270011
Tumor
0.6
CPT0011410003
Tumor
0.6
CPT0020020001
Normal
0.5
CPT0026420001
Normal
0.5
CPT0007860003
Tumor
0.4
CPT0088640003
Normal
0.4
CPT0065450001
Normal
0.4
CPT0088500001
Normal
0.4
CPT0092310003
Normal
0.4
CPT0079300001
Normal
0.4
CPT0001340003
Tumor
0.4
CPT0064400001
Normal
0.4
CPT0006950001
Normal
0.4
CPT0088780001
Normal
0.4
CPT0079510001
Normal
0.3
CPT0000790001
Normal
0.3
CPT0087050003
Normal
0.3
CPT0025170003
Tumor
0.3
CPT0001510001
Normal
0.3
CPT0092800003
Normal
0.3
CPT0081620001
Normal
0.3
CPT0079430001
Normal
0.3
CPT0010170001
Normal
0.3
CPT0002370001
Normal
0.3
CPT0086370003
Normal
0.3
CPT0077140001
Normal
0.3
CPT0019160001
Normal
0.3
CPT0001230001
Normal
0.3
CPT0025290003
Tumor
0.3
CPT0079000001
Normal
0.3
CPT0002350011
Tumor
0.3
CPT0025110003
Tumor
0.3
CPT0023710001
Normal
0.3
CPT0088710001
Normal
0.3
CPT0014350001
Normal
0.3
CPT0023360001
Normal
0.3
CPT0088920001
Normal
0.3
CPT0015730003
Tumor
0.3
CPT0078670001
Normal
0.3
CPT0089460004
Tumor
0.2
CPT0086890003
Normal
0.2
CPT0065750003
Tumor
0.2
CPT0086830003
Normal
0.2
CPT0000890001
Normal
0.2
CPT0001500009
Tumor
0.2
CPT0012570003
Normal
0.2
CPT0081880003
Tumor
0.2
CPT0012640003
Normal
0.2
CPT0020120003
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0082010001
Normal
0.2
CPT0089480003
Normal
0.2
CPT0086970003
Normal
0.2
CPT0092740003
Normal
0.2
CPT0007470001
Normal
0.2
CPT0066430001
Normal
0.2
CPT0078510003
Tumor
0.2
CPT0063330001
Normal
0.2
CPT0069000003
Tumor
0.2
CPT0025920001
Normal
0.2
CPT0013790003
Normal
0.2
CPT0078940001
Normal
0.2
CPT0006530001
Normal
0.2
CPT0020130001
Normal
0.2
CPT0092290003
Tumor
0.2
CPT0078800003
Tumor
0.2
CPT0010120001
Normal
0.2
CPT0006730001
Normal
0.2
CPT0001550001
Normal
0.2
CPT0014160003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0065930003
Tumor
0.1
CPT0025060001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0007870001
Normal
0.1
CPT0069010001
Normal
0.1
CPT0084590001
Normal
0.1
CPT0025610001
Normal
0.1
CPT0077500001
Normal
0.1
CPT0078840001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0001350001
Normal
0.1
CPT0065430003
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0069190001
Normal
0.1
CPT0007320003
Tumor
0.0
CPT0023690003
Tumor
0.0
CPT0088760003
Tumor
0.0
CPT0078530001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0086030003
Tumor
0.0
CPT0092790003
Tumor
0.0
CPT0012770003
Normal
0.0
CPT0092190003
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0012090003
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0075560003
Tumor
0.0
CPT0000640003
Tumor
0.0
CPT0015910003
Tumor
0.0
CPT0012920003
Normal
0.0
CPT0078930003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0076350001
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0006630003
Tumor
0.0
CPT0079380003
Tumor
0.0
CPT0001180009
Tumor
0.0
CPT0089020003
Tumor
0.0
CPT0019990003
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0088630003
Tumor
0.0
CPT0017450001
Normal
0.0
CPT0092730003
Tumor
-0.1
CPT0063320003
Tumor
-0.1
CPT0065870003
Tumor
-0.1
CPT0088900003
Tumor
-0.1
CPT0001270001
Normal
-0.1
CPT0076330003
Tumor
-0.1
CPT0066470004
Tumor
-0.1
CPT0017850003
Tumor
-0.1
CPT0065690003
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0023350003
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0025580004
Tumor
-0.1
CPT0075720003
Tumor
-0.1
CPT0077320001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0012180003
Tumor
-0.1
CPT0012670003
Tumor
-0.1
CPT0075170001
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0024680001
Normal
-0.1
CPT0063630003
Tumor
-0.1
CPT0025230003
Tumor
-0.1
CPT0009020003
Normal
-0.2
CPT0078660003
Tumor
-0.2
CPT0079180003
Tumor
-0.2
CPT0009080003
Normal
-0.2
CPT0012900004
Tumor
-0.2
CPT0085670003
Tumor
-0.2
CPT0015810003
Tumor
-0.2
CPT0081990003
Tumor
-0.2
CPT0088690003
Tumor
-0.2
CPT0078830003
Tumor
-0.2
CPT0088480003
Tumor
-0.2
CPT0025350003
Tumor
-0.2
CPT0075130003
Tumor
-0.2
CPT0000780007
Tumor
-0.2
CPT0086950003
Tumor
-0.2
CPT0012550003
Tumor
-0.2
CPT0086820003
Tumor
-0.2
CPT0010110003
Tumor
-0.2
CPT0086870003
Tumor
-0.2
CPT0001540009
Tumor
-0.3
CPT0077490003
Tumor
-0.3
CPT0071150004
Tumor
-0.3
CPT0078990003
Tumor
-0.3
CPT0010160003
Tumor
-0.3
CPT0000870016
Tumor
-0.3
CPT0021240003
Tumor
-0.3
CPT0025880003
Tumor
-0.3
CPT0079480003
Tumor
-0.3
CPT0066480003
Tumor
-0.3
CPT0077110003
Tumor
-0.4
CPT0014450004
Tumor
-0.4
CPT0081600003
Tumor
-0.4
CPT0084560003
Tumor
-0.4
CPT0012280003
Tumor
-0.4
CPT0009000003
Tumor
-0.4
CPT0006440003
Tumor
-0.4
CPT0025050003
Tumor
-0.4
CPT0014370004
Tumor
-0.4
CPT0079410003
Tumor
-0.4
CPT0001260009
Tumor
-0.5
CPT0026410003
Tumor
-0.5
CPT0009060003
Tumor
-0.5
CPT0012080003
Tumor
-0.5
CPT0017410003
Tumor
-0.5
CPT0012370003
Tumor
-0.5
CPT0011240003
Tumor
-0.5
CPT0024670003
Tumor
-0.6
CPT0088550004
Tumor
-0.6
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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
