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.
NOX4 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
38.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
33.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
32.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
26.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
23.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
22.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
22.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
19.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
19.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
19.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
19.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
18.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
18.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
16.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
14.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
13.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
13.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
12.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
12.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
12.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
12.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
12.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
11.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
11.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
11.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
11.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
10.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
10.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
10.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
10.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
8.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
8.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
7.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
6.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
6.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
5.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
5.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
5.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
5.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
5.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
5.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
5.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
5.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
4.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
3.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
3.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
3.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
3.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
3.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
2.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
2.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
2.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
2.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
2.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
2.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
1.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
1.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
1.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
0.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 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.
NOX4 is potential prognostic, high expression is favorable 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
18.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
181.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
92.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
84.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
80.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
77.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
74.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
73.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
72.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
71.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
70.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
68.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
68.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
65.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
64.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
64.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
63.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
63.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
61.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
61.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
61.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
59.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
59.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
58.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
57.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
56.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
56.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
53.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
50.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
50.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
50.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
50.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
46.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
46.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
45.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
45.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
45.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
44.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
43.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
42.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
42.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
42.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
41.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
41.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
41.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
41.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
41.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
40.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
40.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
39.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
39.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
39.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
39.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
38.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
38.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
38.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
38.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
38.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
37.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
37.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
36.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
35.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
35.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
35.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
35.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
34.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
34.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
34.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
34.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
34.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
34.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
33.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
33.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
33.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
33.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
32.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
32.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
31.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
31.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
31.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
31.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
31.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
31.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
30.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
30.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
30.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
29.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
29.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
29.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
29.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
29.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
29.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
28.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
28.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
28.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
28.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
27.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
27.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
27.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
27.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
27.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
27.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
27.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
26.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
26.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
26.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
26.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
26.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
26.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
25.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
25.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
25.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
25.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
25.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
24.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
24.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
24.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
24.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
24.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
24.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
24.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
24.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
23.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
23.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
23.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
23.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
23.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
23.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
23.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
23.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
23.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
23.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
22.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
22.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
22.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
22.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
22.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
22.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
22.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
22.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
21.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
21.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
21.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
21.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
21.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
21.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
21.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
21.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
20.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
20.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
20.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
20.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
20.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
20.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
20.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
20.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
20.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
20.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
19.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
19.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
19.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
19.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
19.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
19.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
19.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
19.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
19.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
18.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
18.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
18.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
18.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
18.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
18.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
18.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
18.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
18.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
18.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
18.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
18.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
18.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
17.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
17.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
17.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
17.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
17.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
17.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
17.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
17.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
17.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
17.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
17.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
17.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
17.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
17.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
16.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
16.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
16.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
16.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
16.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
16.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
16.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
16.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
16.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
16.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
16.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
16.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
16.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
16.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
16.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
16.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
16.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
16.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
16.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
16.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
16.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
15.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
15.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
15.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
15.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
15.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
15.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
15.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
15.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
15.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
15.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
15.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
15.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
15.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
15.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
15.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
15.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
15.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
15.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
15.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
15.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
14.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
14.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
14.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
14.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
14.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
14.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
14.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
14.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
14.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
14.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
14.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
14.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
14.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
14.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
14.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
13.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
13.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
13.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
13.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
13.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
13.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
13.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
13.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
13.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
13.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
13.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
13.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
13.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
13.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
13.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
13.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
13.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
13.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
13.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
13.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
12.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
12.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
12.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
12.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
12.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
12.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
12.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
12.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
12.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
12.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
12.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
12.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
12.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
12.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
12.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
12.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
12.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
12.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
12.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
12.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
11.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
11.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
11.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
11.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
11.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
11.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
11.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
11.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
11.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
11.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
11.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
11.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
11.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
11.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
11.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
11.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
11.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
11.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
11.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
11.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
11.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
11.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
10.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
10.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
10.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
10.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
10.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
10.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
10.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
10.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
10.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
10.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
10.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
10.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
10.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
10.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
10.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
10.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
9.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
9.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
9.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
9.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
9.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
9.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
9.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
9.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
9.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
9.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
9.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
9.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
9.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
9.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
9.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
9.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
9.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
9.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
9.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
9.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
9.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
9.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
8.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
8.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
8.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
8.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
8.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
8.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
8.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
8.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
8.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
8.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
8.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
8.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
8.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
8.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
8.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
8.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
8.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
8.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
8.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
8.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
8.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
8.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
8.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
8.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
8.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
8.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
8.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
7.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
7.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
7.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
7.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
7.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
7.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
7.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
7.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
7.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
7.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
7.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
7.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
7.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
7.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
7.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
7.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
7.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
7.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
7.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
7.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
7.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
7.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
7.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
7.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
7.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
7.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
7.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
7.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
7.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
7.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
7.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
7.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
6.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
6.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
6.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
6.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
6.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
6.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
6.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
6.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
6.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
6.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
6.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
6.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
6.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
6.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
6.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
6.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
6.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
6.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
6.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
6.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
6.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
6.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
6.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
6.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
6.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
5.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
5.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
5.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
5.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
5.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
5.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
5.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
5.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
5.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
5.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
5.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
5.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
5.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
5.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
5.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
5.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
5.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
5.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
5.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
5.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
5.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
5.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
4.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
4.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
4.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
4.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
4.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
4.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
4.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
4.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
4.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
4.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
4.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
4.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
4.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
4.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
3.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
3.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
3.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
3.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
3.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
3.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
3.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
3.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
3.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
3.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
3.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
3.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
3.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
3.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
3.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
3.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
3.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
3.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
2.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
2.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
2.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
2.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
2.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
2.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
2.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
2.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
2.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
2.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
2.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
2.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
2.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
2.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
2.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
2.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
1.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
1.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
1.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
1.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
1.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
1.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
1.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
1.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
0.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
0.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
0.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
0.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
0.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 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.
NOX4 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
24.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
184.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
90.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
80.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
77.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
72.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
64.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
62.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
55.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
52.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
51.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
49.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
47.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
41.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
40.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
39.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
38.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
38.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
36.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
36.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
33.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
32.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
31.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
31.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
31.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
31.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
29.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
29.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
29.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
26.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
25.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
25.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
25.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
24.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
24.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
23.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
23.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
23.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
23.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
22.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
22.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
21.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
20.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
20.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
20.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
19.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
19.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
19.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
19.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
19.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
19.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
18.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
18.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
17.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
17.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
17.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
16.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
16.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
16.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
14.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
14.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
14.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
14.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
14.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
13.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
13.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
13.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
13.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
12.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
12.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
11.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
11.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
11.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
11.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
11.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
10.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
9.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
9.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
9.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
8.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
8.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
7.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
7.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
7.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
7.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
7.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
7.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
6.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
6.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
5.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
5.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
4.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
4.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
4.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
3.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
3.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
2.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
1.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
0.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 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.
NOX4 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
15.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
157.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
105.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
88.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
81.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
75.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
60.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
60.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
53.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
53.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
51.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
49.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
45.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
43.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
43.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
42.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
41.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
41.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
41.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
38.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
36.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
36.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
36.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
35.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
35.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
34.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
33.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
33.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
32.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
30.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
29.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
29.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
28.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
28.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
28.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
27.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
27.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
27.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
27.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
26.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
26.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
26.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
25.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
25.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
25.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
25.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
25.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
25.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
25.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
24.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
24.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
24.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
24.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
23.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
23.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
23.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
22.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
22.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
22.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
22.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
22.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
22.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
22.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
22.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
21.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
21.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
21.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
21.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
21.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
20.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
20.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
19.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
19.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
19.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
19.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
18.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
18.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
18.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
17.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
17.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
17.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
17.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
17.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
17.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
17.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
17.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
17.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
17.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
17.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
17.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
17.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
16.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
16.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
16.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
16.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
16.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
16.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
16.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
16.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
16.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
15.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
15.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
15.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
15.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
15.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
15.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
15.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
15.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
15.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
14.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
14.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
14.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
14.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
14.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
14.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
14.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
14.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
14.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
13.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
13.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
13.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
13.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
13.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
12.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
12.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
12.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
12.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
12.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
12.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
12.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
11.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
11.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
11.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
11.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
11.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
11.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
11.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
11.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
11.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
10.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
10.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
10.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
10.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
10.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
10.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
10.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
9.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
9.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
9.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
9.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
9.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
9.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
9.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
9.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
9.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
9.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
9.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
9.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
9.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
9.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
9.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
8.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
8.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
8.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
8.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
8.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
8.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
8.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
8.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
8.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
8.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
8.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
7.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
7.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
7.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
7.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
7.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
7.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
7.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
7.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
7.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
7.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
7.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
6.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
6.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
6.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
6.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
6.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
6.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
6.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
6.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
6.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
6.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
6.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
6.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
6.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
6.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
6.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
6.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
5.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
5.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
5.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
5.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
5.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
5.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
5.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
5.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
4.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
4.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
4.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
4.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
4.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
4.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
4.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
4.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
4.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
4.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
4.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
3.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
3.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
3.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
3.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
3.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
3.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
3.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
3.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
3.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
3.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
3.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
3.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
3.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
2.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
2.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
2.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
2.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
2.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
2.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
2.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
2.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
1.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
1.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
1.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
1.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
1.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
1.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
1.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
1.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
1.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
1.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
1.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
1.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
1.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
1.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
1.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
1.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
1.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
1.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
0.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
0.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
0.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
0.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
0.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
0.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
0.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
0.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
0.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 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
CPT0026420001
Normal
2.0
CPT0092740003
Normal
1.9
CPT0065450001
Normal
1.5
CPT0092800003
Normal
1.4
CPT0023360001
Normal
1.4
CPT0000790001
Normal
1.3
CPT0066430001
Normal
1.3
CPT0077140001
Normal
1.1
CPT0089480003
Normal
1.1
CPT0006950001
Normal
1.1
CPT0088780001
Normal
1.1
CPT0088710001
Normal
1.1
CPT0087050003
Normal
1.1
CPT0013790003
Normal
1.1
CPT0025060001
Normal
1.0
CPT0012290003
Normal
1.0
CPT0088920001
Normal
1.0
CPT0092310003
Normal
1.0
CPT0020020001
Normal
1.0
CPT0079430001
Normal
1.0
CPT0076350001
Normal
1.0
CPT0012090003
Normal
0.9
CPT0006730001
Normal
0.9
CPT0078840001
Normal
0.9
CPT0010170001
Normal
0.9
CPT0000890001
Normal
0.8
CPT0077500001
Normal
0.8
CPT0082010001
Normal
0.8
CPT0012570003
Normal
0.8
CPT0089040001
Normal
0.8
CPT0020130001
Normal
0.8
CPT0063640001
Normal
0.7
CPT0086890003
Normal
0.7
CPT0086830003
Normal
0.7
CPT0065820001
Normal
0.7
CPT0001350001
Normal
0.7
CPT0012770003
Normal
0.6
CPT0088570001
Normal
0.6
CPT0014130001
Normal
0.6
CPT0081620001
Normal
0.6
CPT0086970003
Normal
0.6
CPT0078670001
Normal
0.6
CPT0014350001
Normal
0.6
CPT0086370003
Normal
0.6
CPT0023710001
Normal
0.6
CPT0088500001
Normal
0.6
CPT0025610001
Normal
0.6
CPT0078940001
Normal
0.6
CPT0064400001
Normal
0.5
CPT0079000001
Normal
0.5
CPT0000660001
Normal
0.5
CPT0078530001
Normal
0.5
CPT0018250001
Normal
0.4
CPT0006530001
Normal
0.4
CPT0069010001
Normal
0.4
CPT0088640003
Normal
0.4
CPT0007470001
Normal
0.4
CPT0001510001
Normal
0.4
CPT0009080003
Normal
0.4
CPT0063330001
Normal
0.3
CPT0075570001
Normal
0.3
CPT0001190001
Normal
0.3
CPT0007870001
Normal
0.3
CPT0017450001
Normal
0.3
CPT0025920001
Normal
0.2
CPT0019160001
Normal
0.2
CPT0010120001
Normal
0.2
CPT0066520001
Normal
0.1
CPT0001270001
Normal
0.0
CPT0002270011
Tumor
0.0
CPT0088480003
Tumor
0.0
CPT0007320003
Tumor
-0.1
CPT0009020003
Normal
-0.1
CPT0024680001
Normal
-0.2
CPT0001550001
Normal
-0.2
CPT0075170001
Normal
-0.2
CPT0015730003
Tumor
-0.2
CPT0086360003
Tumor
-0.3
CPT0012920003
Normal
-0.3
CPT0020120003
Tumor
-0.3
CPT0002370001
Normal
-0.3
CPT0001230001
Normal
-0.3
CPT0014470001
Normal
-0.3
CPT0006630003
Tumor
-0.3
CPT0064370003
Tumor
-0.4
CPT0010110003
Tumor
-0.4
CPT0019130003
Tumor
-0.4
CPT0000870016
Tumor
-0.5
CPT0092290003
Tumor
-0.5
CPT0015810003
Tumor
-0.6
CPT0092790003
Tumor
-0.7
CPT0014160003
Tumor
-0.7
CPT0077320001
Normal
-0.7
CPT0007860003
Tumor
-0.7
CPT0078990003
Tumor
-0.7
CPT0001220008
Tumor
-0.7
CPT0071150004
Tumor
-0.7
CPT0000640003
Tumor
-0.8
CPT0012900004
Tumor
-0.8
CPT0092190003
Normal
-0.8
CPT0084590001
Normal
-0.8
CPT0025050003
Tumor
-0.8
CPT0025230003
Tumor
-0.8
CPT0023350003
Tumor
-0.8
CPT0086820003
Tumor
-0.8
CPT0001500009
Tumor
-0.9
CPT0065810003
Tumor
-0.9
CPT0078930003
Tumor
-0.9
CPT0006900003
Tumor
-1.0
CPT0089460004
Tumor
-1.0
CPT0081990003
Tumor
-1.0
CPT0069190001
Normal
-1.0
CPT0088630003
Tumor
-1.1
CPT0079510001
Normal
-1.1
CPT0086950003
Tumor
-1.1
CPT0075130003
Tumor
-1.1
CPT0063320003
Tumor
-1.1
CPT0015910003
Tumor
-1.1
CPT0024670003
Tumor
-1.1
CPT0066470004
Tumor
-1.1
CPT0078660003
Tumor
-1.1
CPT0079230003
Tumor
-1.1
CPT0065870003
Tumor
-1.1
CPT0092160003
Tumor
-1.1
CPT0002350011
Tumor
-1.1
CPT0065430003
Tumor
-1.1
CPT0023690003
Tumor
-1.2
CPT0014370004
Tumor
-1.2
CPT0001340003
Tumor
-1.2
CPT0078510003
Tumor
-1.2
CPT0069000003
Tumor
-1.2
CPT0025580004
Tumor
-1.2
CPT0021240003
Tumor
-1.2
CPT0081600003
Tumor
-1.2
CPT0063630003
Tumor
-1.3
CPT0009060003
Tumor
-1.3
CPT0078830003
Tumor
-1.3
CPT0079300001
Normal
-1.3
CPT0010160003
Tumor
-1.3
CPT0088760003
Tumor
-1.3
CPT0077490003
Tumor
-1.4
CPT0088690003
Tumor
-1.4
CPT0012670003
Tumor
-1.4
CPT0019990003
Tumor
-1.6
CPT0088970003
Tumor
-1.6
CPT0009000003
Tumor
-1.6
CPT0077310003
Tumor
-1.6
CPT0079270003
Tumor
-1.6
CPT0000780007
Tumor
-1.6
CPT0065750003
Tumor
-1.6
CPT0087040003
Tumor
-1.7
CPT0089020003
Tumor
-1.7
CPT0084560003
Tumor
-1.7
CPT0086030003
Tumor
-1.8
CPT0076330003
Tumor
-1.8
CPT0088900003
Tumor
-1.8
CPT0014450004
Tumor
-1.8
CPT0079480003
Tumor
-1.9
CPT0001540009
Tumor
-1.9
CPT0017410003
Tumor
-1.9
CPT0012370003
Tumor
-1.9
CPT0079180003
Tumor
-1.9
CPT0001180009
Tumor
-1.9
CPT0079410003
Tumor
-2.0
CPT0017850003
Tumor
-2.0
CPT0006440003
Tumor
-2.0
CPT0092730003
Tumor
-2.0
CPT0066480003
Tumor
-2.1
CPT0001260009
Tumor
-2.1
CPT0088550004
Tumor
-2.2
CPT0025880003
Tumor
-2.3
CPT0012640003
Normal
-2.3
CPT0012280003
Tumor
-2.3
CPT0026410003
Tumor
-2.6
CPT0079380003
Tumor
-2.8
CPT0075560003
Tumor
-2.8
CPT0012550003
Tumor
-2.8
CPT0011240003
Tumor
-2.9
CPT0086870003
Tumor
-3.0
CPT0012080003
Tumor
-3.1
CPT0078800003
Tumor
-3.5
CPT0069160003
Tumor
-3.6
CPT0085670003
Tumor
-3.6
CPT0077110003
Tumor
-3.7
CPT0012180003
Tumor
-4.8
CPT0065690003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0081880003
Tumor
N/A
Show allShow less
RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
