We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NUDT8 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
31.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
192.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
94.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
81.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
66.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
64.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
54.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
54.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
48.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
47.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
46.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
45.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
44.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
44.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
43.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
41.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
40.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
39.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
35.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
33.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
32.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
32.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
31.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
28.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
28.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
28.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
27.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
27.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
27.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
25.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
25.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
25.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
25.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
24.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
24.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
24.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
24.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
23.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
23.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
22.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
22.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
20.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
20.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
19.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
19.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
19.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
19.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
19.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
19.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
19.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
19.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
18.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
17.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
17.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
16.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
15.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
14.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
13.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
12.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
11.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
10.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
9.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
8.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
6.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 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.
NUDT8 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
109.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
71.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
61.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
43.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
35.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
34.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
33.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
32.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
29.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
29.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
29.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
28.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
28.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
28.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
28.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
28.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
27.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
27.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
26.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
26.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
25.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
25.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
25.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
24.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
24.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
24.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
24.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
24.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
24.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
23.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
23.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
22.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
22.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
22.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
22.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
22.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
22.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
22.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
21.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
21.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
21.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
21.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
21.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
21.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
21.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
21.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
20.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
20.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
20.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
20.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
20.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
20.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
20.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
20.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
20.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
20.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
20.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
20.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
20.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
19.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
19.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
19.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
19.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
19.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
19.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
19.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
19.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
18.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
18.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
18.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
18.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
18.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
17.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
17.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
17.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
17.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
17.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
17.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
17.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
17.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
17.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
17.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
17.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
17.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
17.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
17.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
16.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
16.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
16.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
16.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
16.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
16.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
16.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
16.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
16.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
16.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
16.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
16.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
16.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
16.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
16.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
16.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
15.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
15.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
15.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
15.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
15.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
15.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
15.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
15.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
15.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
15.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
15.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
15.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
15.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
15.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
15.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
15.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
15.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
15.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
14.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
14.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
14.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
14.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
14.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
14.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
14.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
14.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
14.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
14.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
14.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
14.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
14.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
14.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
14.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
14.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
14.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
14.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
14.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
14.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
14.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
14.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
14.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
13.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
13.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
13.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
13.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
13.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
13.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
13.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
13.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
13.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
13.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
13.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
13.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
13.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
13.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
13.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
13.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
13.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
13.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
13.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
13.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
13.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
13.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
13.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
13.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
13.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
13.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
12.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
12.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
12.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
12.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
12.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
12.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
12.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
12.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
12.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
12.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
12.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
12.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
12.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
12.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
12.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
12.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
12.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
12.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
12.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
12.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
12.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
12.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
12.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
12.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
12.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
11.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
11.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
11.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
11.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
11.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
11.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
11.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
11.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
11.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
11.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
11.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
11.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
11.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
11.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
11.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
11.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
11.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
11.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
11.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
11.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
11.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
11.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
11.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
11.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
11.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
11.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
11.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
11.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
11.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
11.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
11.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
10.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
10.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
10.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
10.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
10.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
10.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
10.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
10.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
10.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
10.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
10.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
10.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
10.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
10.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
10.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
10.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
10.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
10.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
10.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
10.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
10.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
10.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
10.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
10.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
10.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
10.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
10.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
10.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
10.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
10.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
10.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
10.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
10.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
10.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
10.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
10.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
10.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
10.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
9.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
9.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
9.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
9.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
9.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
9.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
9.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
9.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
9.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
9.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
9.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
9.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
9.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
9.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
9.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
9.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
9.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
9.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
9.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
9.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
9.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
9.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
9.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
9.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
9.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
9.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
9.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
9.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
9.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
9.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
9.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
9.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
9.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
9.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
9.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
9.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
9.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
9.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
9.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
9.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
9.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
8.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
8.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
8.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
8.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
8.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
8.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
8.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
8.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
8.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
8.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
8.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
8.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
8.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
8.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
8.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
8.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
8.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
8.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
8.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
8.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
8.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
8.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
8.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
8.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
8.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
8.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
8.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
8.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
8.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
8.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
8.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
8.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
8.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
8.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
8.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
8.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
8.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
8.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
8.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
7.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
7.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
7.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
7.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
7.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
7.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
7.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
7.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
7.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
7.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
7.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
7.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
7.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
7.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
7.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
7.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
7.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
7.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
7.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
7.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
7.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
7.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
7.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
7.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
7.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
7.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
7.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
7.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
7.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
7.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
7.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
7.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
7.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
7.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
7.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
7.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
7.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
7.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
7.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
7.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
7.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
7.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
7.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
7.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
7.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
7.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
7.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
7.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
7.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
6.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
6.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
6.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
6.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
6.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
6.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
6.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
6.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
6.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
6.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
6.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
6.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
6.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
6.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
6.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
6.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
6.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
6.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
6.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
6.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
6.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
6.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
6.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
6.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
6.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
6.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
6.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
6.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
6.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
6.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
6.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
6.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
6.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
6.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
6.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
6.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
6.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
6.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
6.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
6.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
6.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
6.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
6.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
6.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
6.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
6.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
6.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
6.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
6.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
6.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
6.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
6.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
5.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
5.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
5.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
5.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
5.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
5.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
5.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
5.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
5.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
5.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
5.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
5.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
5.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
5.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
5.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
5.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
5.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
5.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
5.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
5.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
5.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
5.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
5.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
5.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
5.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
5.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
5.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
5.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
5.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
5.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
5.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
5.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
5.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
5.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
5.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
5.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
4.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
4.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
4.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
4.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
4.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
4.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
4.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
4.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
4.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
4.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
4.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
4.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
4.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
4.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
4.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
4.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
4.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
4.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
4.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
4.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
4.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
4.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
4.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
3.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
3.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
3.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
3.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
3.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
3.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
3.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
3.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
2.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
2.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
2.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
2.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1.2
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.
NUDT8 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
12.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
42.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
39.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
28.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
27.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
26.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
25.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
25.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
25.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
25.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
22.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
22.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
22.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
21.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
21.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
21.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
21.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
19.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
19.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
18.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
17.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
17.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
17.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
16.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
16.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
16.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
16.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
16.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
16.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
15.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
15.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
15.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
15.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
14.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
14.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
14.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
14.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
14.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
13.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
13.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
13.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
13.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
13.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
12.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
12.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
12.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
12.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
12.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
12.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
11.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
11.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
11.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
11.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
10.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
10.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
10.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
10.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
9.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
9.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
9.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
9.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
9.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
9.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
9.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
9.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
9.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
9.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
9.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
8.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
8.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
8.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
8.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
8.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
8.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
8.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
8.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
8.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
8.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
7.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
7.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
7.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
6.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
6.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
6.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
6.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
6.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
6.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
6.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
5.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
5.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
4.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
4.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
4.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
3.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
3.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
3.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
3.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
2.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
1.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
1.3
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.
NUDT8 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
20.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
153.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
96.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
74.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
61.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
60.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
46.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
46.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
45.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
43.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
43.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
42.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
41.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
41.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
39.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
38.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
38.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
37.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
36.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
36.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
36.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
36.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
36.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
35.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
35.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
33.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
33.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
33.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
33.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
33.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
33.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
32.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
32.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
31.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
31.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
31.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
31.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
30.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
30.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
30.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
29.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
29.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
28.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
28.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
28.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
28.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
28.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
28.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
27.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
27.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
27.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
27.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
27.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
27.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
27.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
27.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
27.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
26.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
26.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
26.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
26.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
26.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
26.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
25.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
25.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
25.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
25.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
25.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
25.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
25.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
25.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
25.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
25.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
25.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
25.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
25.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
24.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
24.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
24.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
24.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
24.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
24.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
24.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
24.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
23.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
23.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
23.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
23.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
23.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
23.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
23.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
23.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
23.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
23.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
22.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
22.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
22.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
22.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
22.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
22.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
22.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
22.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
22.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
22.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
22.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
22.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
22.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
22.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
21.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
21.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
21.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
21.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
21.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
21.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
21.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
21.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
21.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
20.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
20.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
20.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
20.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
20.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
20.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
20.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
20.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
20.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
19.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
19.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
19.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
19.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
19.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
19.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
19.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
19.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
18.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
18.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
18.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
18.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
18.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
18.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
18.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
18.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
18.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
18.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
18.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
18.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
18.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
18.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
18.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
18.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
18.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
18.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
18.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
18.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
18.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
17.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
17.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
17.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
17.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
17.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
17.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
17.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
17.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
17.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
17.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
17.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
16.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
16.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
16.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
16.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
16.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
16.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
16.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
16.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
16.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
16.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
16.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
16.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
15.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
15.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
15.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
15.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
15.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
15.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
15.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
15.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
15.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
15.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
15.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
15.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
15.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
14.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
14.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
14.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
14.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
14.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
14.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
14.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
13.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
13.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
13.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
13.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
13.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
13.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
13.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
13.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
13.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
13.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
13.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
13.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
13.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
13.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
13.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
12.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
12.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
12.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
12.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
12.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
12.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
12.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
12.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
12.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
12.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
11.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
11.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
11.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
11.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
11.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
11.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
11.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
11.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
11.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
11.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
11.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
10.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
10.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
10.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
10.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
10.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
10.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
10.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
10.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
10.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
10.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
10.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
9.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
9.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
9.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
9.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
9.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
9.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
9.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
9.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
9.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
9.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
9.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
8.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
8.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
8.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
8.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
8.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
8.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
8.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
7.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
7.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
7.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
7.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
7.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
6.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
6.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
6.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
6.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
5.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
5.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
5.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
3.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
3.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078660003
Tumor
1.1
CPT0065450001
Normal
0.9
CPT0092310003
Normal
0.9
CPT0009080003
Normal
0.9
CPT0000790001
Normal
0.9
CPT0010170001
Normal
0.9
CPT0012770003
Normal
0.8
CPT0092740003
Normal
0.8
CPT0006950001
Normal
0.8
CPT0081620001
Normal
0.8
CPT0023710001
Normal
0.8
CPT0088780001
Normal
0.7
CPT0089480003
Normal
0.7
CPT0092800003
Normal
0.7
CPT0088920001
Normal
0.7
CPT0012570003
Normal
0.7
CPT0013790003
Normal
0.7
CPT0025610001
Normal
0.7
CPT0025060001
Normal
0.7
CPT0088640003
Normal
0.7
CPT0079430001
Normal
0.6
CPT0077140001
Normal
0.6
CPT0078840001
Normal
0.6
CPT0082010001
Normal
0.6
CPT0014350001
Normal
0.6
CPT0086890003
Normal
0.6
CPT0007470001
Normal
0.6
CPT0077500001
Normal
0.6
CPT0087050003
Normal
0.6
CPT0006730001
Normal
0.6
CPT0017450001
Normal
0.6
CPT0079000001
Normal
0.6
CPT0023360001
Normal
0.6
CPT0064400001
Normal
0.5
CPT0086370003
Normal
0.5
CPT0078670001
Normal
0.5
CPT0089040001
Normal
0.5
CPT0078940001
Normal
0.5
CPT0076350001
Normal
0.5
CPT0086970003
Normal
0.5
CPT0007870001
Normal
0.5
CPT0088500001
Normal
0.5
CPT0069010001
Normal
0.5
CPT0026420001
Normal
0.5
CPT0024680001
Normal
0.5
CPT0002270011
Tumor
0.5
CPT0001550001
Normal
0.5
CPT0001230001
Normal
0.4
CPT0020020001
Normal
0.4
CPT0020130001
Normal
0.4
CPT0019160001
Normal
0.4
CPT0078530001
Normal
0.4
CPT0009020003
Normal
0.4
CPT0088710001
Normal
0.4
CPT0014130001
Normal
0.4
CPT0001510001
Normal
0.4
CPT0001350001
Normal
0.4
CPT0012640003
Normal
0.4
CPT0012290003
Normal
0.4
CPT0000890001
Normal
0.3
CPT0025920001
Normal
0.3
CPT0063330001
Normal
0.3
CPT0066430001
Normal
0.3
CPT0001190001
Normal
0.3
CPT0086830003
Normal
0.3
CPT0018250001
Normal
0.3
CPT0000660001
Normal
0.3
CPT0063640001
Normal
0.3
CPT0002370001
Normal
0.3
CPT0012920003
Normal
0.3
CPT0012090003
Normal
0.3
CPT0065820001
Normal
0.3
CPT0001500009
Tumor
0.3
CPT0088570001
Normal
0.3
CPT0075570001
Normal
0.3
CPT0066520001
Normal
0.2
CPT0088690003
Tumor
0.1
CPT0012670003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0079180003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0076330003
Tumor
0.0
CPT0079300001
Normal
0.0
CPT0075170001
Normal
0.0
CPT0078800003
Tumor
0.0
CPT0079510001
Normal
-0.1
CPT0009060003
Tumor
-0.2
CPT0078830003
Tumor
-0.3
CPT0077310003
Tumor
-0.3
CPT0001270001
Normal
-0.3
CPT0026410003
Tumor
-0.4
CPT0012900004
Tumor
-0.4
CPT0010120001
Normal
-0.4
CPT0066470004
Tumor
-0.4
CPT0063320003
Tumor
-0.4
CPT0069000003
Tumor
-0.4
CPT0006440003
Tumor
-0.4
CPT0024670003
Tumor
-0.5
CPT0001540009
Tumor
-0.5
CPT0019130003
Tumor
-0.5
CPT0087040003
Tumor
-0.5
CPT0088630003
Tumor
-0.5
CPT0025170003
Tumor
-0.5
CPT0014370004
Tumor
-0.5
CPT0019990003
Tumor
-0.5
CPT0001260009
Tumor
-0.6
CPT0015910003
Tumor
-0.6
CPT0089460004
Tumor
-0.6
CPT0001220008
Tumor
-0.6
CPT0081600003
Tumor
-0.6
CPT0015730003
Tumor
-0.6
CPT0079410003
Tumor
-0.6
CPT0086870003
Tumor
-0.6
CPT0089020003
Tumor
-0.6
CPT0007320003
Tumor
-0.6
CPT0064370003
Tumor
-0.6
CPT0071150004
Tumor
-0.6
CPT0063630003
Tumor
-0.6
CPT0077110003
Tumor
-0.6
CPT0065430003
Tumor
-0.6
CPT0086820003
Tumor
-0.6
CPT0092190003
Normal
-0.6
CPT0084590001
Normal
-0.6
CPT0023350003
Tumor
-0.6
CPT0092290003
Tumor
-0.7
CPT0065690003
Tumor
-0.7
CPT0075720003
Tumor
-0.7
CPT0077320001
Normal
-0.7
CPT0065810003
Tumor
-0.7
CPT0092790003
Tumor
-0.7
CPT0012550003
Tumor
-0.7
CPT0086360003
Tumor
-0.7
CPT0079480003
Tumor
-0.7
CPT0002350011
Tumor
-0.7
CPT0014450004
Tumor
-0.7
CPT0088900003
Tumor
-0.7
CPT0006900003
Tumor
-0.7
CPT0017410003
Tumor
-0.7
CPT0078930003
Tumor
-0.8
CPT0020120003
Tumor
-0.8
CPT0079270003
Tumor
-0.8
CPT0086950003
Tumor
-0.8
CPT0025110003
Tumor
-0.8
CPT0077490003
Tumor
-0.8
CPT0025880003
Tumor
-0.8
CPT0007860003
Tumor
-0.8
CPT0025050003
Tumor
-0.8
CPT0012280003
Tumor
-0.8
CPT0092160003
Tumor
-0.8
CPT0069160003
Tumor
-0.8
CPT0075560003
Tumor
-0.8
CPT0000870016
Tumor
-0.8
CPT0078510003
Tumor
-0.9
CPT0025580004
Tumor
-0.9
CPT0088760003
Tumor
-0.9
CPT0011240003
Tumor
-0.9
CPT0023690003
Tumor
-0.9
CPT0075130003
Tumor
-0.9
CPT0000780007
Tumor
-0.9
CPT0012370003
Tumor
-0.9
CPT0092730003
Tumor
-0.9
CPT0009000003
Tumor
-0.9
CPT0010110003
Tumor
-1.0
CPT0021240003
Tumor
-1.0
CPT0081880003
Tumor
-1.0
CPT0012180003
Tumor
-1.0
CPT0006630003
Tumor
-1.0
CPT0088480003
Tumor
-1.0
CPT0084560003
Tumor
-1.0
CPT0012080003
Tumor
-1.1
CPT0017850003
Tumor
-1.1
CPT0010160003
Tumor
-1.1
CPT0000640003
Tumor
-1.1
CPT0081990003
Tumor
-1.1
CPT0001340003
Tumor
-1.1
CPT0088970003
Tumor
-1.1
CPT0014160003
Tumor
-1.1
CPT0085670003
Tumor
-1.1
CPT0065870003
Tumor
-1.1
CPT0065930003
Tumor
-1.2
CPT0015810003
Tumor
-1.2
CPT0025350003
Tumor
-1.2
CPT0011410003
Tumor
-1.3
CPT0025290003
Tumor
-1.3
CPT0078990003
Tumor
-1.3
CPT0088550004
Tumor
-1.3
CPT0065750003
Tumor
-1.4
CPT0079380003
Tumor
-1.5
CPT0066480003
Tumor
-1.5
CPT0079230003
Tumor
-1.5
CPT0001180009
Tumor
-1.6
CPT0086030003
Tumor
-1.6
CPT0025230003
Tumor
-1.7
Show allShow less
RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
