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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.
DOHH 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
16.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
32.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
31.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
31.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
28.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
28.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
27.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
25.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
24.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
24.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
23.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
22.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
20.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
20.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
20.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
19.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
19.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
19.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
19.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
19.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
19.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
18.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
18.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
17.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
17.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
17.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
16.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
16.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
16.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
16.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
16.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
16.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
16.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
15.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
15.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
15.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
15.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
15.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
14.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
14.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
14.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
14.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
14.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
14.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
14.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
14.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
13.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
13.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
12.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
12.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
11.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
11.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
11.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
11.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
10.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
10.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
10.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
10.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
9.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
8.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
8.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
8.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
7.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
6.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 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.
DOHH 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
8.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
23.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
21.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
20.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
20.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
20.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
18.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
18.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
18.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
18.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
18.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
18.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
17.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
17.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
17.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
17.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
17.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
16.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
16.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
16.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
16.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
16.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
16.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
16.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
16.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
16.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
16.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
16.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
15.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
15.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
15.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
14.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
14.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
14.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
14.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
14.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
14.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
14.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
14.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
14.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
14.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
14.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
14.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
13.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
13.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
13.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
13.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
13.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
13.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
13.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
13.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
13.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
13.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
13.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
12.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
12.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
12.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
12.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
12.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
12.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
12.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
12.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
12.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
12.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
12.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
12.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
12.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
12.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
12.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
12.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
12.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
12.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
12.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
12.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
12.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
12.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
11.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
11.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
11.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
11.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
11.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
11.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
11.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
11.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
11.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
11.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
11.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
11.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
11.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
11.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
11.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
11.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
11.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
11.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
11.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
11.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
11.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
11.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
11.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
11.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
11.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
11.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
11.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
11.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
11.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
11.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
11.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
11.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
11.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
11.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
11.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
11.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
11.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
10.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
10.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
10.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
10.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
10.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
10.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
10.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
10.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
10.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
10.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
10.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
10.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
10.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
10.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
10.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
10.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
10.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
10.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
10.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
10.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
10.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
10.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
10.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
10.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
10.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
10.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
10.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
10.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
10.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
10.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
10.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
10.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
10.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
10.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
10.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
10.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
10.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
10.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
10.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
10.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
10.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
10.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
10.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
10.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
10.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
10.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
10.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
10.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
10.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
10.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
10.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
9.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
9.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
9.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
9.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
9.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
9.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
9.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
9.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
9.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
9.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
9.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
9.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
9.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
9.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
9.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
9.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
9.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
9.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
9.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
9.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
9.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
9.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
9.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
9.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
9.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
9.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
9.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
9.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
9.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
9.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
9.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
9.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
9.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
9.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
9.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
9.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
9.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
9.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
9.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
9.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
9.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
9.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
9.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
9.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
9.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
9.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
9.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
9.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
9.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
9.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
9.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
9.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
9.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
9.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
9.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
9.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
9.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
9.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
9.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
9.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
9.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
9.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
9.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
9.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
9.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
9.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
8.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
8.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
8.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
8.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
8.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
8.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
8.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
8.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
8.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
8.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
8.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
8.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
8.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
8.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
8.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
8.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
8.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
8.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
8.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
8.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
8.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
8.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
8.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
8.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
8.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
8.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
8.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
8.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
8.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
8.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
8.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
8.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
8.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
8.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
8.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
8.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
8.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
8.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
8.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
8.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
8.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
8.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
8.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
8.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
8.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
8.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
8.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
8.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
8.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
8.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
8.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
8.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
8.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
8.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
8.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
8.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
8.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
8.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
8.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
8.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
8.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
8.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
8.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
8.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
8.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
8.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
8.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
8.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
8.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
8.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
8.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
8.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
8.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
8.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
8.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
8.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
8.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
8.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
8.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
8.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
8.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
8.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
8.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
7.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
7.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
7.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
7.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
7.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
7.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
7.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
7.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
7.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
7.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
7.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
7.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
7.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
7.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
7.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
7.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
7.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
7.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
7.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
7.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
7.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
7.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
7.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
7.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
7.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
7.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
7.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
7.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
7.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
7.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
7.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
7.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
7.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
7.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
7.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
7.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
7.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
7.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
7.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
7.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
7.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
7.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
7.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
7.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
7.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
7.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
7.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
7.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
7.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
7.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
7.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
7.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
7.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
7.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
7.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
7.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
7.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
7.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
7.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
7.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
7.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
7.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
7.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
7.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
7.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
7.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
7.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
7.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
7.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
7.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
7.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
7.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
7.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
7.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
7.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
7.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
7.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
7.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
7.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
7.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
7.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
7.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
6.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
6.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
6.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
6.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
6.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
6.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
6.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
6.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
6.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
6.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
6.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
6.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
6.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
6.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
6.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
6.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
6.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
6.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
6.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
6.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
6.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
6.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
6.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
6.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
6.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
6.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
6.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
6.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
6.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
6.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
6.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
6.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
6.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
6.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
6.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
6.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
6.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
6.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
6.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
6.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
6.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
6.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
6.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
6.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
6.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
6.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
6.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
6.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
5.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
5.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
5.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
5.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
5.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
5.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
5.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
5.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
5.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
5.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
5.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
5.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
5.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
5.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
5.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
5.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
5.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
5.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
5.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
5.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
5.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
5.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
5.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
5.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
5.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
5.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
5.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
5.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
5.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
5.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
5.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
5.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
5.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
4.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
4.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
4.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
4.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
4.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
4.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
4.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
4.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
4.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
4.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
4.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
4.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
4.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
4.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
4.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
4.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
4.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
4.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
4.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
4.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
4.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
4.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
4.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
3.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
3.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
3.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
3.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
3.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
3.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
3.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
3.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
3.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
3.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
3.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
2.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
2.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
2.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
1.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
1.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
0.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
DOHH is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
30.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
24.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
19.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
19.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
18.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
18.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
17.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
17.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
17.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
16.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
16.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
16.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
16.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
16.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
15.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
14.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
14.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
14.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
14.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
14.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
14.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
14.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
13.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
13.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
13.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
13.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
13.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
12.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
12.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
12.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
12.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
12.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
12.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
12.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
12.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
12.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
12.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
12.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
12.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
12.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
12.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
11.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
11.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
11.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
11.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
11.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
11.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
11.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
11.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
11.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
11.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
11.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
11.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
11.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
11.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
11.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
11.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
11.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
11.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
11.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
11.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
10.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
10.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
10.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
10.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
10.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
10.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
10.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
9.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
9.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
9.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
9.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
9.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
9.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
9.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
9.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
9.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
9.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
9.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
9.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
9.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
9.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
9.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
9.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
9.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
8.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
8.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
8.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
8.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
7.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
7.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
7.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
6.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
6.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
5.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
3.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
3.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
3.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
2.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 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.
DOHH 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
13.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
45.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
45.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
36.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
33.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
32.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
30.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
30.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
29.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
27.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
26.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
26.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
25.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
24.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
24.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
24.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
23.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
23.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
23.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
22.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
22.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
21.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
21.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
20.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
20.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
20.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
20.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
20.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
20.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
20.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
19.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
19.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
19.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
19.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
19.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
18.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
18.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
18.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
18.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
18.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
18.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
18.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
17.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
17.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
17.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
17.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
17.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
17.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
17.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
17.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
17.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
17.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
17.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
17.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
17.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
17.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
17.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
17.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
17.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
17.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
16.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
16.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
16.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
16.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
16.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
16.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
16.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
16.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
16.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
16.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
16.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
16.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
16.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
16.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
16.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
16.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
15.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
15.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
15.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
15.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
15.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
15.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
15.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
15.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
15.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
15.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
15.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
15.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
15.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
15.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
15.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
14.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
14.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
14.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
14.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
14.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
14.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
14.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
14.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
14.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
14.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
14.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
14.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
14.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
14.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
14.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
14.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
14.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
14.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
14.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
14.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
14.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
14.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
14.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
14.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
13.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
13.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
13.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
13.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
13.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
13.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
13.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
13.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
13.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
13.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
13.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
13.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
13.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
13.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
13.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
13.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
13.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
13.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
13.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
13.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
13.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
12.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
12.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
12.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
12.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
12.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
12.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
12.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
12.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
12.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
12.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
12.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
12.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
12.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
12.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
12.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
12.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
12.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
12.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
12.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
12.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
12.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
12.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
12.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
12.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
12.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
12.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
12.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
12.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
12.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
12.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
11.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
11.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
11.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
11.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
11.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
11.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
11.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
11.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
11.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
11.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
11.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
11.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
11.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
11.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
11.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
11.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
11.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
11.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
11.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
11.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
11.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
11.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
11.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
11.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
11.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
11.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
10.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
10.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
10.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
10.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
10.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
10.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
10.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
10.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
10.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
10.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
10.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
10.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
10.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
10.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
10.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
10.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
10.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
10.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
10.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
10.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
10.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
9.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
9.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
9.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
9.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
9.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
9.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
9.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
9.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
9.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
9.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
9.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
9.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
9.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
9.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
9.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
9.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
9.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
9.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
9.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
8.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
8.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
8.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
8.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
8.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
8.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
8.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
8.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
8.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
8.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
8.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
8.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
8.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
8.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
8.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
8.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
7.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
7.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
7.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
7.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
7.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
7.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
7.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
7.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
7.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
7.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
7.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
7.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
7.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
7.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
6.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
6.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
6.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
6.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
6.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
5.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
5.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
5.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
5.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
5.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
4.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
3.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
3.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
3.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
2.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
1.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001500009
Tumor
0.7
CPT0065750003
Tumor
0.7
CPT0007860003
Tumor
0.6
CPT0064370003
Tumor
0.6
CPT0077310003
Tumor
0.6
CPT0078510003
Tumor
0.5
CPT0023690003
Tumor
0.5
CPT0075560003
Tumor
0.5
CPT0012550003
Tumor
0.5
CPT0015730003
Tumor
0.5
CPT0024670003
Tumor
0.5
CPT0089460004
Tumor
0.5
CPT0076330003
Tumor
0.5
CPT0086030003
Tumor
0.4
CPT0065690003
Tumor
0.4
CPT0063320003
Tumor
0.4
CPT0092290003
Tumor
0.4
CPT0006900003
Tumor
0.4
CPT0012280003
Tumor
0.4
CPT0092790003
Tumor
0.4
CPT0012900004
Tumor
0.4
CPT0078660003
Tumor
0.4
CPT0015910003
Tumor
0.3
CPT0014160003
Tumor
0.3
CPT0020120003
Tumor
0.3
CPT0001540009
Tumor
0.3
CPT0012670003
Tumor
0.3
CPT0065810003
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0065930003
Tumor
0.3
CPT0025290003
Tumor
0.3
CPT0009000003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0066480003
Tumor
0.3
CPT0021240003
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0081880003
Tumor
0.3
CPT0077490003
Tumor
0.3
CPT0002350011
Tumor
0.3
CPT0000780007
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0069000003
Tumor
0.2
CPT0063630003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0086360003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0009060003
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0087040003
Tumor
0.2
CPT0015810003
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0001340003
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0011410003
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0017410003
Tumor
0.2
CPT0065430003
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0020020001
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0026420001
Normal
0.1
CPT0023350003
Tumor
0.1
CPT0025880003
Tumor
0.1
CPT0000640003
Tumor
0.1
CPT0066430001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0001260009
Tumor
0.1
CPT0006440003
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0076350001
Normal
0.1
CPT0088480003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0012770003
Normal
0.1
CPT0069160003
Tumor
0.1
CPT0017850003
Tumor
0.1
CPT0009020003
Normal
0.1
CPT0089020003
Tumor
0.1
CPT0017450001
Normal
0.0
CPT0010170001
Normal
0.0
CPT0002270011
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0025230003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0079480003
Tumor
0.0
CPT0078530001
Normal
0.0
CPT0075720003
Tumor
0.0
CPT0025610001
Normal
0.0
CPT0018250001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0079180003
Tumor
0.0
CPT0023360001
Normal
0.0
CPT0089480003
Normal
0.0
CPT0014350001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0012090003
Normal
0.0
CPT0088900003
Tumor
0.0
CPT0077140001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0086950003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0010110003
Tumor
0.0
CPT0025060001
Normal
-0.1
CPT0014470001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0078800003
Tumor
-0.1
CPT0089040001
Normal
-0.1
CPT0088630003
Tumor
-0.1
CPT0012080003
Tumor
-0.1
CPT0081620001
Normal
-0.1
CPT0012180003
Tumor
-0.1
CPT0064400001
Normal
-0.1
CPT0065870003
Tumor
-0.1
CPT0079510001
Normal
-0.1
CPT0086870003
Tumor
-0.1
CPT0079380003
Tumor
-0.1
CPT0078940001
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0025350003
Tumor
-0.1
CPT0001270001
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0084560003
Tumor
-0.1
CPT0079410003
Tumor
-0.1
CPT0025920001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0001190001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0075130003
Tumor
-0.1
CPT0078990003
Tumor
-0.1
CPT0001510001
Normal
-0.1
CPT0088710001
Normal
-0.2
CPT0013790003
Normal
-0.2
CPT0092190003
Normal
-0.2
CPT0092800003
Normal
-0.2
CPT0007470001
Normal
-0.2
CPT0001180009
Tumor
-0.2
CPT0020130001
Normal
-0.2
CPT0001350001
Normal
-0.2
CPT0001230001
Normal
-0.2
CPT0063330001
Normal
-0.2
CPT0065450001
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0014130001
Normal
-0.2
CPT0077320001
Normal
-0.2
CPT0088500001
Normal
-0.2
CPT0088970003
Tumor
-0.2
CPT0066520001
Normal
-0.2
CPT0000660001
Normal
-0.2
CPT0012640003
Normal
-0.2
CPT0065820001
Normal
-0.2
CPT0086890003
Normal
-0.2
CPT0010120001
Normal
-0.3
CPT0086830003
Normal
-0.3
CPT0079000001
Normal
-0.3
CPT0012290003
Normal
-0.3
CPT0088640003
Normal
-0.3
CPT0000790001
Normal
-0.3
CPT0084590001
Normal
-0.3
CPT0079300001
Normal
-0.3
CPT0069190001
Normal
-0.3
CPT0079230003
Tumor
-0.3
CPT0085670003
Tumor
-0.4
CPT0075170001
Normal
-0.4
CPT0088550004
Tumor
-0.5
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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
