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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CCDC51 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
47.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
33.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
26.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
22.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
21.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
21.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
19.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
19.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
19.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
17.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
16.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
15.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
15.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
13.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
12.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
12.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
11.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
11.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
11.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
11.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
11.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
10.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
10.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
10.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
10.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
9.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
9.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
9.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
9.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
9.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
9.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
8.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
8.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
8.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
8.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
8.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
8.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
8.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
7.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
7.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
7.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
7.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
7.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
7.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
7.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
7.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
6.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
6.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
6.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
6.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
6.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
5.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
5.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
5.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
5.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
4.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
4.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
4.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
4.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
4.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
2.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
2.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CCDC51 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
60.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
36.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
30.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
30.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
23.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
22.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
22.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
20.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
20.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
19.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
19.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
19.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
19.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
19.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
18.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
18.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
18.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
17.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
17.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
16.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
16.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
16.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
16.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
16.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
16.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
16.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
15.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
15.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
15.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
15.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
15.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
15.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
15.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
15.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
14.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
14.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
14.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
14.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
14.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
14.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
14.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
14.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
13.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
13.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
13.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
13.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
13.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
13.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
13.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
13.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
13.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
13.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
13.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
13.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
13.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
13.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
12.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
12.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
12.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
12.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
12.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
12.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
12.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
12.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
12.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
12.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
12.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
12.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
12.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
12.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
12.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
11.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
11.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
11.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
11.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
11.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
11.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
11.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
11.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
11.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
11.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
11.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
11.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
11.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
11.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
11.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
11.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
11.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
11.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
11.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
11.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
11.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
11.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
11.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
11.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
11.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
11.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
11.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
11.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
11.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
11.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
11.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
11.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
11.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
11.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
10.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
10.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
10.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
10.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
10.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
10.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
10.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
10.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
10.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
10.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
10.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
10.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
10.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
10.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
10.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
10.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
10.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
10.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
10.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
10.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
10.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
10.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
10.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
10.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
10.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
10.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
10.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
10.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
10.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
10.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
10.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
10.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
10.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
10.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
10.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
10.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
10.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
10.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
10.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
10.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
10.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
10.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
10.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
10.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
10.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
10.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
10.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
10.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
9.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
9.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
9.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
9.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
9.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
9.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
9.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
9.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
9.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
9.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
9.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
9.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
9.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
9.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
9.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
9.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
9.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
9.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
9.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
9.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
9.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
9.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
9.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
9.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
9.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
9.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
9.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
9.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
9.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
9.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
9.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
9.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
9.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
9.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
9.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
9.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
9.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
9.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
9.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
9.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
9.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
9.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
9.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
9.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
9.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
9.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
9.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
9.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
9.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
9.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
9.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
9.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
9.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
9.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
9.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
9.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
9.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
9.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
9.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
9.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
9.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
9.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
9.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
8.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
8.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
8.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
8.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
8.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
8.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
8.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
8.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
8.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
8.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
8.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
8.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
8.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
8.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
8.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
8.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
8.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
8.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
8.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
8.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
8.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
8.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
8.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
8.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
8.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
8.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
8.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
8.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
8.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
8.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
8.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
8.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
8.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
8.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
8.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
8.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
8.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
8.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
8.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
8.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
8.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
8.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
8.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
8.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
8.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
8.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
8.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
8.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
8.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
8.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
8.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
8.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
8.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
8.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
8.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
8.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
8.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
8.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
8.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
8.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
8.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
8.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
8.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
8.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
8.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
8.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
8.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
8.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
8.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
8.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
8.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
8.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
7.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
7.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
7.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
7.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
7.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
7.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
7.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
7.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
7.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
7.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
7.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
7.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
7.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
7.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
7.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
7.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
7.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
7.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
7.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
7.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
7.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
7.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
7.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
7.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
7.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
7.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
7.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
7.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
7.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
7.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
7.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
7.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
7.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
7.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
7.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
7.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
7.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
7.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
7.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
7.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
7.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
7.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
7.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
7.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
7.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
7.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
7.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
7.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
7.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
7.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
7.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
7.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
7.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
7.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
7.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
7.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
7.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
7.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
7.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
7.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
7.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
7.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
7.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
7.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
7.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
7.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
7.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
7.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
7.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
7.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
7.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
7.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
7.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
7.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
7.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
7.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
7.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
7.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
7.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
7.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
7.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
6.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
6.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
6.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
6.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
6.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
6.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
6.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
6.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
6.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
6.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
6.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
6.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
6.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
6.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
6.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
6.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
6.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
6.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
6.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
6.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
6.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
6.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
6.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
6.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
6.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
6.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
6.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
6.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
6.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
6.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
6.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
6.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
6.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
6.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
6.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
6.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
6.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
6.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
6.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
6.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
6.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
6.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
6.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
6.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
6.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
6.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
6.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
6.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
6.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
6.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
6.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
6.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
6.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
6.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
6.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
6.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
6.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
6.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
6.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
6.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
6.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
6.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
5.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
5.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
5.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
5.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
5.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
5.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
5.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
5.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
5.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
5.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
5.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
5.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
5.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
5.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
5.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
5.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
5.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
5.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
5.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
5.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
5.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
5.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
5.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
5.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
5.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
5.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
5.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
5.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
5.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
5.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
5.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
5.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
5.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
5.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
5.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
5.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
5.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
5.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
5.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
5.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
5.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
5.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
5.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
4.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
4.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
4.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
4.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
4.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
4.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
4.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
4.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
4.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
4.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
4.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
4.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
4.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
4.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
4.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
4.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
4.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
4.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
4.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
4.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
4.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
4.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
4.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
4.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
3.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
3.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
3.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
3.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
3.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
3.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
3.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
3.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
3.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
3.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
2.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
2.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
2.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
2.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
2.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
2.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
1.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CCDC51 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
39.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
18.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
16.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
15.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
15.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
14.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
14.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
14.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
14.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
13.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
13.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
13.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
13.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
12.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
12.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
12.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
12.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
12.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
12.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
11.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
11.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
11.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
10.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
10.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
10.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
10.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
10.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
9.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
9.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
9.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
9.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
9.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
9.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
9.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
9.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
9.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
9.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
9.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
9.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
9.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
9.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
9.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
8.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
8.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
8.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
8.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
8.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
8.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
8.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
8.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
8.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
8.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
8.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
8.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
8.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
8.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
8.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
7.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
7.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
7.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
7.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
7.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
7.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
7.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
7.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
7.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
7.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
7.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
7.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
7.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
7.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
7.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
7.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
7.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
6.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
6.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
6.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
6.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
6.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
6.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
6.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
6.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
6.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
6.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
6.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
5.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
5.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
5.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
5.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
5.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
5.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
5.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
5.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
5.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
5.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
4.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
4.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
4.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
4.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 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.
CCDC51 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
26.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
93.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
77.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
74.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
68.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
63.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
56.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
56.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
55.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
54.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
53.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
53.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
53.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
52.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
51.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
50.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
50.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
50.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
50.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
49.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
48.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
48.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
48.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
47.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
47.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
46.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
46.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
46.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
45.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
45.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
44.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
44.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
44.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
43.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
43.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
41.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
41.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
41.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
41.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
41.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
40.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
40.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
40.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
40.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
40.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
39.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
39.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
38.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
38.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
38.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
37.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
37.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
37.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
37.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
36.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
36.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
36.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
36.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
36.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
36.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
36.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
36.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
35.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
35.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
35.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
34.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
33.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
33.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
33.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
33.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
33.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
33.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
32.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
32.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
32.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
32.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
31.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
31.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
31.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
31.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
31.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
31.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
31.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
31.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
31.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
31.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
30.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
30.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
30.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
30.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
30.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
30.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
29.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
29.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
29.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
29.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
29.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
29.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
29.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
28.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
28.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
28.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
28.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
28.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
28.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
28.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
28.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
28.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
27.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
27.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
27.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
27.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
27.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
27.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
26.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
26.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
26.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
26.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
26.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
26.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
26.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
26.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
26.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
26.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
26.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
26.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
25.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
25.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
25.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
25.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
25.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
25.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
25.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
25.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
25.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
25.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
25.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
25.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
24.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
24.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
24.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
24.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
24.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
24.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
24.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
24.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
24.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
24.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
23.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
23.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
23.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
23.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
23.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
23.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
23.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
23.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
23.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
23.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
22.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
22.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
22.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
22.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
22.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
22.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
22.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
22.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
22.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
22.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
22.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
21.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
21.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
21.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
21.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
21.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
21.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
21.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
21.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
21.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
21.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
21.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
21.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
21.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
21.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
20.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
20.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
20.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
20.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
20.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
20.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
20.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
20.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
20.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
19.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
19.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
19.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
19.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
19.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
19.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
19.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
19.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
19.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
19.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
19.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
19.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
19.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
18.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
18.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
18.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
18.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
18.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
18.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
18.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
18.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
18.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
18.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
18.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
17.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
17.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
17.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
17.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
17.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
17.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
17.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
16.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
16.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
16.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
16.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
16.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
16.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
16.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
16.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
16.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
15.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
15.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
15.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
15.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
15.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
15.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
14.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
14.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
14.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
14.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
14.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
14.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
14.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
14.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
13.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
13.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
13.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
13.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
13.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
13.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
13.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
12.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
12.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
12.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
12.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
11.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
11.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
11.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
10.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
10.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
10.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
10.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
10.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
10.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
9.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
9.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
9.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
9.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
8.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
8.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
8.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
8.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
8.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
8.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
8.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
7.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
7.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
6.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
5.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
4.4
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0002270011
Tumor
1.6
CPT0065450001
Normal
1.1
CPT0078800003
Tumor
1.0
CPT0000790001
Normal
0.9
CPT0006950001
Normal
0.9
CPT0010170001
Normal
0.9
CPT0088920001
Normal
0.9
CPT0092310003
Normal
0.9
CPT0089480003
Normal
0.8
CPT0092800003
Normal
0.8
CPT0066430001
Normal
0.8
CPT0088780001
Normal
0.8
CPT0026420001
Normal
0.8
CPT0092740003
Normal
0.7
CPT0088500001
Normal
0.7
CPT0023710001
Normal
0.7
CPT0001350001
Normal
0.7
CPT0025060001
Normal
0.7
CPT0023360001
Normal
0.7
CPT0078840001
Normal
0.7
CPT0081620001
Normal
0.7
CPT0077140001
Normal
0.6
CPT0007470001
Normal
0.6
CPT0078670001
Normal
0.6
CPT0082010001
Normal
0.6
CPT0014350001
Normal
0.6
CPT0069010001
Normal
0.6
CPT0076350001
Normal
0.6
CPT0089040001
Normal
0.6
CPT0014130001
Normal
0.6
CPT0014470001
Normal
0.6
CPT0081880003
Tumor
0.6
CPT0086370003
Normal
0.6
CPT0020020001
Normal
0.5
CPT0025610001
Normal
0.5
CPT0077500001
Normal
0.5
CPT0079000001
Normal
0.5
CPT0000890001
Normal
0.5
CPT0088570001
Normal
0.5
CPT0013790003
Normal
0.5
CPT0006730001
Normal
0.5
CPT0064400001
Normal
0.5
CPT0088710001
Normal
0.5
CPT0020130001
Normal
0.5
CPT0078530001
Normal
0.5
CPT0086890003
Normal
0.4
CPT0012770003
Normal
0.4
CPT0007870001
Normal
0.4
CPT0065820001
Normal
0.4
CPT0079430001
Normal
0.4
CPT0086830003
Normal
0.4
CPT0087050003
Normal
0.4
CPT0088640003
Normal
0.4
CPT0001190001
Normal
0.4
CPT0012570003
Normal
0.4
CPT0019160001
Normal
0.4
CPT0063640001
Normal
0.4
CPT0066520001
Normal
0.3
CPT0000660001
Normal
0.3
CPT0001550001
Normal
0.3
CPT0006530001
Normal
0.3
CPT0086970003
Normal
0.3
CPT0078940001
Normal
0.3
CPT0001510001
Normal
0.3
CPT0012090003
Normal
0.2
CPT0025920001
Normal
0.2
CPT0075570001
Normal
0.1
CPT0063330001
Normal
0.1
CPT0001230001
Normal
0.1
CPT0069160003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0001500009
Tumor
0.1
CPT0012290003
Normal
0.1
CPT0024680001
Normal
0.1
CPT0069190001
Normal
0.0
CPT0012180003
Tumor
0.0
CPT0017450001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0011410003
Tumor
0.0
CPT0015730003
Tumor
-0.1
CPT0078660003
Tumor
-0.1
CPT0018250001
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0001180009
Tumor
-0.1
CPT0010120001
Normal
-0.1
CPT0084590001
Normal
-0.2
CPT0086950003
Tumor
-0.2
CPT0077310003
Tumor
-0.2
CPT0025170003
Tumor
-0.2
CPT0092290003
Tumor
-0.3
CPT0088970003
Tumor
-0.3
CPT0014160003
Tumor
-0.3
CPT0077320001
Normal
-0.3
CPT0089460004
Tumor
-0.3
CPT0075170001
Normal
-0.3
CPT0001270001
Normal
-0.3
CPT0024670003
Tumor
-0.3
CPT0086820003
Tumor
-0.3
CPT0017850003
Tumor
-0.4
CPT0092190003
Normal
-0.4
CPT0007320003
Tumor
-0.4
CPT0001340003
Tumor
-0.4
CPT0009060003
Tumor
-0.4
CPT0075130003
Tumor
-0.4
CPT0012640003
Normal
-0.4
CPT0087040003
Tumor
-0.4
CPT0088630003
Tumor
-0.4
CPT0012550003
Tumor
-0.4
CPT0079410003
Tumor
-0.4
CPT0012670003
Tumor
-0.4
CPT0014450004
Tumor
-0.4
CPT0079510001
Normal
-0.4
CPT0079230003
Tumor
-0.5
CPT0025050003
Tumor
-0.5
CPT0001260009
Tumor
-0.5
CPT0075560003
Tumor
-0.5
CPT0092160003
Tumor
-0.5
CPT0006630003
Tumor
-0.5
CPT0009000003
Tumor
-0.5
CPT0009020003
Normal
-0.5
CPT0078930003
Tumor
-0.5
CPT0012900004
Tumor
-0.5
CPT0012920003
Normal
-0.5
CPT0075720003
Tumor
-0.5
CPT0021240003
Tumor
-0.5
CPT0023350003
Tumor
-0.6
CPT0023690003
Tumor
-0.6
CPT0065810003
Tumor
-0.6
CPT0086030003
Tumor
-0.6
CPT0065750003
Tumor
-0.6
CPT0092730003
Tumor
-0.6
CPT0025880003
Tumor
-0.6
CPT0010160003
Tumor
-0.6
CPT0025230003
Tumor
-0.6
CPT0064370003
Tumor
-0.6
CPT0002350011
Tumor
-0.6
CPT0026410003
Tumor
-0.6
CPT0000640003
Tumor
-0.6
CPT0078830003
Tumor
-0.6
CPT0063630003
Tumor
-0.6
CPT0077490003
Tumor
-0.7
CPT0066470004
Tumor
-0.7
CPT0015810003
Tumor
-0.7
CPT0006440003
Tumor
-0.7
CPT0001220008
Tumor
-0.7
CPT0025290003
Tumor
-0.7
CPT0086360003
Tumor
-0.7
CPT0065930003
Tumor
-0.7
CPT0019990003
Tumor
-0.7
CPT0084560003
Tumor
-0.7
CPT0088760003
Tumor
-0.7
CPT0010110003
Tumor
-0.7
CPT0012370003
Tumor
-0.7
CPT0076330003
Tumor
-0.7
CPT0071150004
Tumor
-0.7
CPT0092790003
Tumor
-0.8
CPT0006900003
Tumor
-0.8
CPT0025580004
Tumor
-0.8
CPT0086870003
Tumor
-0.8
CPT0020120003
Tumor
-0.8
CPT0012280003
Tumor
-0.8
CPT0069000003
Tumor
-0.8
CPT0014370004
Tumor
-0.8
CPT0015910003
Tumor
-0.8
CPT0065430003
Tumor
-0.8
CPT0025350003
Tumor
-0.9
CPT0088900003
Tumor
-0.9
CPT0088480003
Tumor
-0.9
CPT0019130003
Tumor
-0.9
CPT0065870003
Tumor
-0.9
CPT0079270003
Tumor
-0.9
CPT0079480003
Tumor
-0.9
CPT0063320003
Tumor
-0.9
CPT0088690003
Tumor
-0.9
CPT0079180003
Tumor
-0.9
CPT0007860003
Tumor
-0.9
CPT0079380003
Tumor
-0.9
CPT0078510003
Tumor
-0.9
CPT0089020003
Tumor
-0.9
CPT0081600003
Tumor
-0.9
CPT0012080003
Tumor
-0.9
CPT0000870016
Tumor
-1.0
CPT0000780007
Tumor
-1.0
CPT0011240003
Tumor
-1.0
CPT0001540009
Tumor
-1.0
CPT0065690003
Tumor
-1.1
CPT0017410003
Tumor
-1.1
CPT0085670003
Tumor
-1.1
CPT0078990003
Tumor
-1.1
CPT0077110003
Tumor
-1.1
CPT0025110003
Tumor
-1.1
CPT0081990003
Tumor
-1.2
CPT0066480003
Tumor
-1.2
CPT0088550004
Tumor
-1.2
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
