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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.
DERPC 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
7.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
50.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
26.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
21.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
16.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
14.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
13.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
13.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
12.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
12.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
12.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
12.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
12.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
11.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
11.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
11.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
10.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
10.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
9.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
9.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
9.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
9.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
8.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
8.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
7.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
7.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
7.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
7.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
7.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
7.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
6.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
6.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
6.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
6.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
6.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
6.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
6.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
6.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
6.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
6.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
5.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
5.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
5.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
5.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
5.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
5.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
5.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
3.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
3.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
3.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
2.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 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.
DERPC is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
31.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
30.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
28.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
28.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
27.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
25.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
24.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
23.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
23.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
22.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
22.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
22.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
22.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
21.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
21.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
21.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
21.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
21.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
21.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
21.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
20.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
20.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
20.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
20.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
20.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
19.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
19.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
19.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
19.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
19.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
19.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
19.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
19.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
19.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
19.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
19.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
19.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
18.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
18.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
18.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
18.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
18.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
18.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
18.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
18.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
18.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
18.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
18.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
18.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
17.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
17.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
17.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
17.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
17.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
17.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
17.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
17.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
17.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
17.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
17.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
17.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
17.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
17.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
17.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
17.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
17.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
17.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
17.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
16.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
16.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
16.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
16.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
16.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
16.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
16.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
16.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
16.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
16.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
16.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
16.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
16.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
16.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
16.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
16.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
16.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
16.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
16.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
15.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
15.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
15.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
15.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
15.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
15.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
15.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
15.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
15.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
15.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
15.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
15.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
15.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
15.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
15.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
15.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
15.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
15.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
15.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
15.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
15.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
15.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
15.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
15.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
15.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
15.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
15.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
15.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
15.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
15.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
15.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
15.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
14.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
14.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
14.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
14.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
14.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
14.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
14.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
14.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
14.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
14.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
14.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
14.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
14.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
14.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
14.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
14.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
14.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
14.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
14.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
14.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
14.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
14.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
14.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
14.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
13.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
13.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
13.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
13.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
13.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
13.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
13.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
13.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
13.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
13.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
13.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
13.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
13.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
13.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
13.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
13.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
13.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
13.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
13.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
13.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
13.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
13.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
13.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
13.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
13.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
13.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
13.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
13.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
13.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
13.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
13.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
13.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
13.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
13.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
13.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
13.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
13.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
12.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
12.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
12.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
12.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
12.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
12.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
12.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
12.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
12.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
12.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
12.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
12.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
12.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
12.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
12.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
12.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
12.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
12.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
12.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
12.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
12.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
12.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
12.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
12.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
12.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
12.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
12.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
12.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
12.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
12.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
12.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
12.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
12.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
11.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
11.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
11.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
11.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
11.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
11.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
11.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
11.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
11.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
11.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
11.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
11.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
11.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
11.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
11.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
11.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
11.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
11.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
11.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
11.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
11.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
11.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
11.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
11.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
11.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
11.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
11.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
11.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
11.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
11.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
11.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
11.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
11.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
11.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
11.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
11.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
11.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
11.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
11.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
11.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
11.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
11.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
11.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
11.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
11.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
11.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
11.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
11.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
11.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
11.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
11.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
11.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
11.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
11.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
11.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
11.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
10.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
10.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
10.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
10.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
10.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
10.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
10.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
10.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
10.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
10.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
10.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
10.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
10.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
10.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
10.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
10.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
10.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
10.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
10.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
10.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
10.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
10.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
10.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
10.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
10.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
10.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
10.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
10.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
10.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
10.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
10.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
10.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
10.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
10.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
10.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
10.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
10.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
10.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
10.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
10.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
10.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
10.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
10.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
10.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
10.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
10.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
10.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
9.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
9.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
9.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
9.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
9.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
9.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
9.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
9.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
9.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
9.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
9.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
9.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
9.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
9.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
9.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
9.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
9.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
9.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
9.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
9.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
9.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
9.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
9.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
9.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
9.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
9.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
9.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
9.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
9.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
9.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
9.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
9.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
9.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
9.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
9.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
9.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
9.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
9.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
9.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
9.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
9.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
9.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
9.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
9.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
9.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
9.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
9.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
9.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
9.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
8.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
8.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
8.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
8.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
8.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
8.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
8.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
8.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
8.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
8.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
8.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
8.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
8.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
8.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
8.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
8.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
8.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
8.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
8.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
8.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
8.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
8.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
8.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
8.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
8.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
8.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
8.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
8.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
8.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
8.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
8.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
8.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
8.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
8.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
8.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
8.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
8.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
8.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
8.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
8.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
8.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
8.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
8.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
7.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
7.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
7.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
7.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
7.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
7.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
7.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
7.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
7.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
7.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
7.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
7.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
7.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
7.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
7.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
7.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
7.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
7.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
7.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
7.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
7.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
7.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
7.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
7.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
7.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
7.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
7.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
7.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
7.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
7.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
7.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
7.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
6.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
6.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
6.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
6.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
6.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
6.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
6.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
6.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
6.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
6.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
6.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
6.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
6.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
6.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
6.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
6.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
6.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
6.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
6.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
6.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
6.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
6.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
6.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
6.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
6.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
6.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
6.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
6.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
6.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
6.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
6.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
5.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
5.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
5.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
5.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
5.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
5.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
5.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
5.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
5.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
5.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
5.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
5.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
5.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
5.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
5.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
5.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
5.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
5.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
5.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
5.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
5.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
5.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
5.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
4.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
4.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
4.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
4.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
4.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
4.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
4.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
4.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
4.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
4.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
4.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
4.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
3.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
3.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
3.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
3.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
3.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
3.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
3.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
2.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 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.
DERPC 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
9.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
18.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
17.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
17.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
16.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
16.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
15.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
15.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
14.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
14.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
14.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
14.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
14.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
14.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
13.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
13.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
13.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
13.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
13.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
12.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
12.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
12.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
12.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
12.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
11.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
11.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
11.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
11.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
11.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
10.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
10.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
10.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
10.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
10.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
10.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
10.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
10.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
10.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
10.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
9.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
9.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
9.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
9.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
9.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
9.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
9.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
9.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
9.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
9.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
9.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
9.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
9.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
8.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
8.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
8.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
8.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
8.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
8.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
8.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
8.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
8.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
8.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
8.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
8.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
8.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
7.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
7.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
7.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
7.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
7.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
7.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
7.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
7.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
7.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
7.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
7.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
7.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
7.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
7.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
6.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
6.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
6.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
6.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
6.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
6.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
6.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
6.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
6.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
6.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
6.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
5.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
5.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
5.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
5.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
5.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
5.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
5.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
5.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
4.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
4.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 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.
DERPC is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
65.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
63.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
62.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
58.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
57.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
53.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
50.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
49.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
47.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
46.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
46.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
45.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
45.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
44.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
43.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
42.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
42.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
41.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
41.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
41.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
40.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
40.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
40.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
39.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
39.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
39.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
39.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
38.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
38.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
38.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
38.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
38.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
38.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
38.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
37.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
37.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
36.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
36.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
36.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
36.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
35.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
35.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
35.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
34.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
34.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
34.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
33.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
33.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
33.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
33.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
33.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
33.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
32.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
32.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
32.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
31.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
31.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
31.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
31.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
31.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
30.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
30.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
30.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
30.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
30.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
30.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
30.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
30.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
29.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
29.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
29.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
29.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
29.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
29.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
28.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
28.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
28.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
28.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
28.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
28.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
28.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
28.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
28.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
28.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
28.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
27.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
27.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
27.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
27.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
27.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
27.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
26.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
26.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
26.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
26.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
26.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
26.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
26.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
26.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
25.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
25.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
25.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
25.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
25.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
25.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
24.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
24.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
24.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
24.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
24.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
24.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
24.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
24.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
23.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
23.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
23.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
23.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
23.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
23.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
23.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
23.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
23.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
23.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
23.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
23.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
23.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
23.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
23.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
23.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
22.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
22.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
22.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
22.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
22.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
22.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
22.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
22.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
22.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
21.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
21.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
21.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
21.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
21.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
21.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
21.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
21.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
21.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
21.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
21.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
21.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
21.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
20.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
20.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
20.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
20.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
20.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
20.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
20.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
20.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
19.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
19.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
19.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
19.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
19.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
19.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
19.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
19.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
19.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
19.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
19.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
19.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
18.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
18.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
18.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
18.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
18.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
18.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
18.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
17.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
17.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
17.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
17.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
17.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
17.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
17.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
16.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
16.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
16.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
16.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
16.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
16.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
16.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
16.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
16.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
16.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
16.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
16.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
15.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
15.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
15.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
15.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
15.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
15.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
15.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
14.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
14.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
14.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
14.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
14.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
14.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
14.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
14.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
14.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
14.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
14.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
14.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
13.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
13.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
13.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
13.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
12.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
12.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
12.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
12.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
12.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
12.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
12.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
12.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
12.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
11.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
11.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
11.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
10.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
10.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
10.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
10.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
10.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
10.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
9.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
9.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
9.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
8.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
8.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
8.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
8.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
8.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
8.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
7.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
6.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
6.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
6.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
6.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
6.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
5.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
5.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
4.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
3.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
0.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
