We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
CCDC167 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
11.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
80.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
37.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
23.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
22.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
22.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
21.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
21.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
20.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
18.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
17.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
17.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
17.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
17.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
16.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
16.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
15.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
15.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
15.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
14.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
13.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
13.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
13.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
11.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
11.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
11.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
11.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
10.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
10.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
10.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
10.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
9.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
9.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
9.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
9.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
9.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
9.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
9.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
8.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
8.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
8.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
8.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
8.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
8.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
7.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
7.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
7.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
7.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
6.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
6.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
6.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
5.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
5.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
5.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
5.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
4.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
4.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
4.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
4.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 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.
CCDC167 is potential prognostic, high expression is unfavorable 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
23.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
99.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
62.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
57.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
57.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
57.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
56.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
55.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
55.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
54.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
53.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
50.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
49.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
48.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
48.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
47.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
47.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
47.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
46.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
46.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
45.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
45.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
45.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
44.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
44.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
44.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
43.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
43.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
42.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
41.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
39.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
38.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
38.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
37.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
37.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
37.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
37.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
36.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
36.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
36.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
36.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
35.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
35.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
35.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
35.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
35.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
35.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
34.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
34.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
34.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
34.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
34.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
34.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
33.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
33.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
33.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
33.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
33.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
33.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
33.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
33.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
33.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
33.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
33.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
32.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
32.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
32.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
32.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
32.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
32.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
32.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
32.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
32.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
32.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
31.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
31.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
31.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
31.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
31.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
31.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
31.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
31.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
31.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
31.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
31.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
30.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
30.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
30.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
30.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
30.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
30.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
30.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
30.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
29.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
29.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
29.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
29.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
29.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
29.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
29.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
29.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
29.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
29.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
29.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
29.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
28.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
28.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
28.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
28.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
28.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
28.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
28.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
28.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
28.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
27.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
27.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
27.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
27.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
27.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
27.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
27.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
27.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
27.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
27.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
27.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
27.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
27.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
27.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
27.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
27.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
27.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
27.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
27.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
27.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
27.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
26.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
26.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
26.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
26.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
26.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
26.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
26.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
26.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
26.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
26.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
26.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
26.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
26.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
25.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
25.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
25.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
25.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
25.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
25.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
25.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
25.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
25.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
25.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
25.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
25.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
25.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
25.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
25.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
25.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
25.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
25.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
25.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
25.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
24.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
24.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
24.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
24.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
24.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
24.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
24.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
24.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
24.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
24.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
24.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
24.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
24.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
24.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
24.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
24.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
24.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
24.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
24.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
24.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
24.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
23.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
23.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
23.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
23.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
23.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
23.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
23.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
23.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
23.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
23.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
23.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
23.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
23.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
23.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
23.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
23.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
23.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
23.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
23.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
23.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
23.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
23.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
23.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
23.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
23.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
23.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
23.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
23.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
23.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
22.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
22.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
22.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
22.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
22.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
22.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
22.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
22.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
22.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
22.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
22.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
22.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
22.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
22.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
22.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
22.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
22.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
22.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
22.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
22.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
22.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
22.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
22.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
21.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
21.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
21.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
21.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
21.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
21.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
21.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
21.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
21.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
21.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
21.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
21.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
21.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
21.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
21.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
21.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
21.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
21.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
21.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
21.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
20.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
20.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
20.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
20.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
20.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
20.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
20.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
20.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
20.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
20.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
20.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
20.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
20.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
20.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
20.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
20.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
20.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
20.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
20.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
20.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
20.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
20.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
20.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
20.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
20.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
20.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
20.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
20.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
20.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
19.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
19.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
19.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
19.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
19.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
19.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
19.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
19.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
19.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
19.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
19.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
19.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
19.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
19.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
19.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
19.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
19.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
19.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
19.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
19.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
19.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
19.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
19.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
19.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
18.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
18.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
18.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
18.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
18.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
18.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
18.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
18.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
18.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
18.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
18.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
18.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
18.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
18.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
18.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
18.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
18.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
18.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
18.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
18.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
18.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
18.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
18.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
18.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
18.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
18.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
18.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
18.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
18.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
18.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
18.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
18.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
18.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
18.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
18.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
18.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
18.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
18.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
17.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
17.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
17.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
17.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
17.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
17.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
17.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
17.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
17.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
17.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
17.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
17.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
17.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
17.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
17.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
17.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
17.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
17.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
17.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
17.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
17.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
17.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
17.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
17.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
17.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
17.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
17.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
17.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
17.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
17.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
17.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
17.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
17.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
17.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
16.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
16.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
16.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
16.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
16.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
16.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
16.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
16.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
16.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
16.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
16.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
16.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
16.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
16.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
16.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
16.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
16.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
16.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
16.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
16.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
16.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
16.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
16.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
16.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
16.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
16.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
16.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
16.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
16.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
16.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
16.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
16.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
16.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
16.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
16.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
16.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
15.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
15.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
15.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
15.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
15.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
15.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
15.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
15.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
15.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
15.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
15.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
15.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
15.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
15.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
15.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
15.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
15.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
14.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
14.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
14.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
14.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
14.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
14.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
14.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
14.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
14.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
14.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
14.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
14.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
14.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
14.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
14.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
14.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
14.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
14.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
14.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
14.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
14.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
14.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
14.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
13.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
13.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
13.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
13.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
13.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
13.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
13.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
13.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
13.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
13.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
13.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
13.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
13.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
13.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
13.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
13.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
12.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
12.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
12.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
12.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
12.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
12.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
12.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
12.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
12.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
12.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
12.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
12.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
11.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
11.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
11.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
11.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
11.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
11.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
11.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
11.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
11.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
11.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
11.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
11.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
10.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
10.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
10.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
10.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
10.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
10.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
10.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
10.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
10.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
10.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
9.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
9.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
9.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
8.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
8.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
7.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
7.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
5.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 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.
CCDC167 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
20.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
54.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
43.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
43.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
41.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
38.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
38.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
34.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
34.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
33.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
32.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
29.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
29.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
29.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
28.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
27.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
27.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
26.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
26.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
26.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
24.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
24.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
24.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
24.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
23.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
23.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
23.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
23.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
22.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
22.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
22.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
22.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
22.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
22.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
21.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
21.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
21.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
21.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
21.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
21.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
20.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
20.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
20.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
20.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
20.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
19.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
19.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
19.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
19.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
19.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
19.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
19.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
19.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
19.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
18.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
18.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
18.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
18.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
18.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
18.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
18.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
18.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
18.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
18.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
18.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
18.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
17.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
16.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
16.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
16.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
16.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
16.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
15.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
15.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
14.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
14.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
14.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
14.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
14.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
14.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
14.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
13.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
13.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
13.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
13.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
12.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
12.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
12.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
12.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
11.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
11.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
11.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
10.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
10.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
10.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
10.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
9.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
9.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
9.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
9.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
CCDC167 is potential prognostic, high expression is unfavorable 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
25.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
170.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
135.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
82.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
78.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
77.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
73.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
65.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
59.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
57.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
54.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
53.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
49.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
48.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
47.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
47.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
47.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
45.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
45.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
44.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
43.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
42.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
42.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
42.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
42.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
41.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
41.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
40.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
40.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
39.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
39.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
39.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
38.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
38.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
38.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
38.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
38.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
38.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
38.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
38.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
37.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
37.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
37.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
36.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
36.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
36.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
36.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
35.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
35.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
34.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
34.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
34.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
33.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
33.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
33.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
33.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
32.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
32.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
32.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
32.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
32.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
32.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
32.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
32.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
32.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
32.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
32.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
32.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
31.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
31.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
30.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
30.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
30.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
30.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
30.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
30.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
30.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
29.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
29.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
29.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
29.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
29.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
29.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
28.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
28.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
28.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
28.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
28.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
28.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
28.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
27.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
27.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
27.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
27.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
27.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
27.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
27.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
27.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
27.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
27.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
27.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
27.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
27.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
27.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
27.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
26.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
26.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
26.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
26.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
26.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
26.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
26.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
26.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
26.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
25.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
25.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
25.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
25.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
25.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
25.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
25.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
25.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
25.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
25.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
25.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
25.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
24.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
24.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
24.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
24.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
24.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
24.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
24.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
24.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
24.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
24.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
24.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
24.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
23.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
23.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
23.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
23.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
23.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
23.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
23.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
23.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
23.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
23.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
22.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
22.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
22.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
22.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
22.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
22.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
22.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
21.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
21.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
21.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
21.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
21.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
21.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
21.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
21.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
21.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
21.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
21.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
20.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
20.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
20.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
20.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
20.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
20.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
20.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
20.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
20.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
20.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
19.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
19.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
19.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
19.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
19.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
19.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
19.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
19.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
19.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
19.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
19.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
19.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
19.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
18.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
18.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
18.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
18.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
18.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
18.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
18.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
18.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
18.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
18.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
18.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
18.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
17.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
17.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
17.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
17.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
17.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
17.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
17.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
17.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
17.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
17.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
16.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
16.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
16.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
16.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
16.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
16.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
16.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
16.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
15.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
15.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
15.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
15.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
15.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
15.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
15.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
15.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
15.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
15.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
15.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
14.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
14.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
14.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
14.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
14.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
14.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
14.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
13.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
13.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
13.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
13.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
13.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
13.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
13.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
13.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
13.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
12.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
12.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
12.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
11.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
11.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
11.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
10.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
10.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
10.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
10.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
10.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
9.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
9.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
8.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
8.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
8.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
8.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
8.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
7.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
7.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
7.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
7.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
7.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
7.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
7.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
6.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
6.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
6.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
6.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
5.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
5.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 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
Show allShow less
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
