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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
VEPH1 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-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
41.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
24.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
23.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
22.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
21.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
19.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
19.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
19.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
19.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
18.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
18.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
18.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
18.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
17.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
17.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
16.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
16.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
15.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
14.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
14.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
13.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
12.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
11.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
11.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
10.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
10.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
10.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
9.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
9.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
8.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
7.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
7.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
7.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
7.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
6.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
6.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
6.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
6.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
6.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
5.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
5.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
5.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
5.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
5.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
5.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
5.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
4.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
4.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
4.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
4.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
4.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
3.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
2.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
2.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
2.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
1.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
1.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
1.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
1.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
1.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
1.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 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.
VEPH1 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
8.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
49.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
45.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
41.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
37.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
33.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
28.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
27.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
27.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
26.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
26.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
24.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
24.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
24.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
23.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
23.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
23.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
22.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
22.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
22.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
22.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
21.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
21.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
21.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
21.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
20.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
20.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
20.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
20.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
20.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
20.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
19.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
19.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
19.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
19.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
19.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
18.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
18.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
18.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
18.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
18.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
18.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
18.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
18.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
18.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
18.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
18.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
17.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
17.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
17.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
17.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
17.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
17.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
17.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
17.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
17.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
17.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
17.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
16.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
16.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
16.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
16.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
16.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
16.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
16.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
16.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
16.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
16.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
16.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
16.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
16.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
16.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
16.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
15.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
15.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
15.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
15.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
15.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
15.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
15.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
15.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
15.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
15.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
15.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
15.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
14.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
14.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
14.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
14.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
14.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
14.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
14.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
14.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
14.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
14.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
14.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
13.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
13.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
13.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
13.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
13.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
13.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
13.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
13.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
13.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
13.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
13.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
13.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
13.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
13.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
13.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
13.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
13.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
13.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
13.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
12.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
12.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
12.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
12.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
12.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
12.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
12.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
12.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
12.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
12.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
12.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
12.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
12.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
12.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
12.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
12.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
12.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
12.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
12.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
12.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
12.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
12.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
11.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
11.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
11.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
11.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
11.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
11.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
11.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
11.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
11.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
11.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
11.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
11.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
11.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
11.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
11.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
11.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
11.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
11.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
11.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
10.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
10.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
10.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
10.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
10.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
10.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
10.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
10.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
10.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
10.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
10.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
10.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
10.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
10.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
10.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
10.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
10.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
10.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
10.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
10.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
10.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
10.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
10.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
10.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
10.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
9.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
9.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
9.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
9.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
9.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
9.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
9.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
9.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
9.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
9.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
9.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
9.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
9.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
9.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
9.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
9.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
9.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
9.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
9.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
9.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
9.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
9.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
9.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
9.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
9.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
9.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
9.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
9.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
9.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
9.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
8.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
8.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
8.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
8.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
8.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
8.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
8.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
8.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
8.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
8.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
8.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
8.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
8.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
8.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
8.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
8.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
8.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
8.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
8.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
8.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
8.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
8.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
8.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
8.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
8.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
8.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
7.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
7.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
7.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
7.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
7.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
7.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
7.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
7.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
7.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
7.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
7.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
7.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
7.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
7.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
7.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
7.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
7.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
7.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
7.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
7.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
7.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
7.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
7.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
7.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
7.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
7.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
7.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
7.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
7.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
7.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
7.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
7.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
7.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
7.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
7.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
7.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
7.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
7.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
7.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
7.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
6.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
6.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
6.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
6.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
6.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
6.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
6.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
6.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
6.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
6.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
6.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
6.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
6.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
6.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
6.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
6.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
6.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
6.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
6.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
6.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
6.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
6.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
6.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
6.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
6.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
6.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
6.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
6.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
6.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
6.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
6.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
6.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
6.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
6.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
6.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
5.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
5.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
5.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
5.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
5.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
5.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
5.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
5.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
5.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
5.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
5.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
5.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
5.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
5.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
5.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
5.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
5.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
5.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
5.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
5.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
5.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
5.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
5.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
5.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
5.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
5.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
5.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
5.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
5.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
5.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
5.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
5.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
5.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
5.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
5.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
5.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
5.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
5.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
5.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
5.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
5.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
5.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
5.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
5.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
5.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
4.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
4.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
4.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
4.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
4.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
4.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
4.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
4.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
4.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
4.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
4.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
4.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
4.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
4.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
4.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
4.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
4.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
4.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
4.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
4.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
4.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
4.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
4.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
4.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
4.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
4.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
4.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
4.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
4.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
4.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
4.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
4.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
4.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
4.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
4.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
4.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
4.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
4.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
4.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
4.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
4.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
3.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
3.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
3.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
3.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
3.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
3.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
3.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
3.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
3.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
3.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
3.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
3.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
3.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
3.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
3.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
3.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
3.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
3.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
3.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
3.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
3.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
3.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
3.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
3.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
3.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
3.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
3.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
3.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
3.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
3.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
3.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
3.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
3.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
3.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
3.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
3.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
3.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
3.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
3.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
3.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
3.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
3.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
3.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
3.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
3.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
3.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
3.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
3.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
3.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
3.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
3.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
3.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
2.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
2.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
2.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
2.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
2.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
2.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
2.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
2.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
2.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
2.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
2.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
2.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
2.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
2.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
2.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
2.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
2.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
2.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
2.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
2.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
2.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
2.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
2.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
2.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
2.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
2.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
2.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
2.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
2.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
2.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
2.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
1.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
1.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
1.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
1.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
1.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
1.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
1.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
1.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
1.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
1.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
1.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
1.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
1.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
1.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
1.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
1.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
1.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
1.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
1.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
1.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
1.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
1.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
1.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
0.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
0.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
0.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
0.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
0.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
0.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
0.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
0.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
0.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
0.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
0.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 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.
VEPH1 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
13.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
54.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
45.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
42.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
37.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
36.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
31.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
29.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
29.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
27.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
27.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
26.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
26.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
25.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
24.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
24.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
24.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
23.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
23.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
23.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
22.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
21.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
20.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
20.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
20.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
20.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
20.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
19.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
18.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
17.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
17.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
17.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
16.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
16.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
15.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
14.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
14.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
14.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
14.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
14.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
14.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
13.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
13.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
13.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
12.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
12.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
12.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
12.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
11.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
11.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
11.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
10.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
10.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
10.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
10.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
10.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
10.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
9.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
9.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
9.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
9.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
8.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
8.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
8.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
8.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
8.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
8.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
7.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
7.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
7.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
7.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
7.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
7.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
7.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
6.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
6.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
6.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
6.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
6.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
5.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
5.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
5.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
5.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
4.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
4.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
4.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
4.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
4.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
3.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
3.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
2.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
2.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
2.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
2.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
2.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
1.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
1.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
1.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
VEPH1 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
9.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
85.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
51.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
46.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
39.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
39.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
38.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
37.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
31.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
28.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
27.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
25.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
24.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
24.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
23.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
23.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
23.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
23.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
23.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
22.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
22.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
21.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
21.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
19.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
19.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
19.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
19.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
19.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
18.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
18.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
18.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
17.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
17.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
17.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
17.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
17.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
16.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
16.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
16.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
16.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
16.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
15.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
15.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
14.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
14.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
14.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
14.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
14.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
14.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
14.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
14.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
13.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
13.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
13.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
13.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
13.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
13.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
13.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
13.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
13.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
13.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
13.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
13.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
13.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
13.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
13.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
12.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
12.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
12.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
11.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
11.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
11.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
11.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
11.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
11.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
11.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
11.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
10.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
10.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
10.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
10.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
10.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
10.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
10.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
10.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
10.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
10.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
10.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
10.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
10.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
9.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
9.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
9.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
9.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
9.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
9.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
9.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
9.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
9.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
9.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
9.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
9.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
9.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
9.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
9.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
9.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
9.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
8.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
8.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
8.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
8.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
8.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
8.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
8.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
8.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
8.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
8.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
8.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
8.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
8.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
8.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
8.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
8.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
8.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
8.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
8.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
8.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
8.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
7.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
7.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
7.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
7.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
7.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
7.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
7.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
7.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
7.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
7.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
7.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
7.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
7.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
7.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
7.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
7.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
7.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
7.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
7.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
7.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
7.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
7.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
7.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
6.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
6.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
6.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
6.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
6.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
6.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
6.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
6.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
6.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
6.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
6.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
6.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
6.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
6.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
6.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
6.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
5.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
5.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
5.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
5.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
5.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
5.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
5.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
5.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
5.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
5.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
5.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
5.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
5.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
5.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
5.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
5.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
4.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
4.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
4.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
4.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
4.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
4.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
4.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
4.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
4.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
4.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
4.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
4.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
4.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
4.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
4.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
4.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
4.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
4.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
4.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
3.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
3.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
3.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
3.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
3.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
3.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
3.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
3.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
3.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
3.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
3.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
3.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
3.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
3.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
3.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
3.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
3.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
3.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
3.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
3.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
3.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
3.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
3.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
3.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
3.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
3.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
3.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
2.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
2.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
2.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
2.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
2.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
2.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
2.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
2.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
2.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
2.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
2.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
2.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
2.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
2.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
2.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
2.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
2.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
1.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
1.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
1.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
1.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
1.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
1.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
1.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
1.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
1.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
1.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
1.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
1.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
1.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
1.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
1.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
1.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
1.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
1.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
0.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
0.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
0.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
0.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
0.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0002270011
Tumor
1.1
CPT0026420001
Normal
0.8
CPT0011410003
Tumor
0.8
CPT0088970003
Tumor
0.7
CPT0001350001
Normal
0.7
CPT0079510001
Normal
0.7
CPT0012640003
Normal
0.7
CPT0001510001
Normal
0.6
CPT0002370001
Normal
0.6
CPT0009020003
Normal
0.6
CPT0009080003
Normal
0.6
CPT0001230001
Normal
0.6
CPT0020130001
Normal
0.6
CPT0017450001
Normal
0.6
CPT0024670003
Tumor
0.6
CPT0088500001
Normal
0.6
CPT0065810003
Tumor
0.5
CPT0087050003
Normal
0.5
CPT0088640003
Normal
0.5
CPT0001500009
Tumor
0.5
CPT0088710001
Normal
0.5
CPT0078940001
Normal
0.5
CPT0012770003
Normal
0.5
CPT0089480003
Normal
0.5
CPT0078670001
Normal
0.5
CPT0012920003
Normal
0.5
CPT0069010001
Normal
0.5
CPT0082010001
Normal
0.5
CPT0025920001
Normal
0.5
CPT0092790003
Tumor
0.4
CPT0000790001
Normal
0.4
CPT0063330001
Normal
0.4
CPT0007870001
Normal
0.4
CPT0001550001
Normal
0.4
CPT0064370003
Tumor
0.4
CPT0086820003
Tumor
0.4
CPT0077140001
Normal
0.4
CPT0012090003
Normal
0.4
CPT0078800003
Tumor
0.4
CPT0086890003
Normal
0.4
CPT0064400001
Normal
0.4
CPT0079430001
Normal
0.4
CPT0065450001
Normal
0.4
CPT0081620001
Normal
0.3
CPT0025060001
Normal
0.3
CPT0007470001
Normal
0.3
CPT0078660003
Tumor
0.3
CPT0000660001
Normal
0.3
CPT0079300001
Normal
0.3
CPT0078840001
Normal
0.3
CPT0063640001
Normal
0.3
CPT0077310003
Tumor
0.3
CPT0066430001
Normal
0.3
CPT0086830003
Normal
0.3
CPT0088780001
Normal
0.3
CPT0006950001
Normal
0.2
CPT0010170001
Normal
0.2
CPT0024680001
Normal
0.2
CPT0012290003
Normal
0.2
CPT0077500001
Normal
0.2
CPT0006530001
Normal
0.2
CPT0023360001
Normal
0.2
CPT0012570003
Normal
0.2
CPT0092310003
Normal
0.2
CPT0089040001
Normal
0.2
CPT0018250001
Normal
0.2
CPT0088570001
Normal
0.2
CPT0006730001
Normal
0.2
CPT0079180003
Tumor
0.2
CPT0025610001
Normal
0.2
CPT0020020001
Normal
0.2
CPT0007860003
Tumor
0.2
CPT0066520001
Normal
0.2
CPT0086370003
Normal
0.1
CPT0014470001
Normal
0.1
CPT0023710001
Normal
0.1
CPT0013790003
Normal
0.1
CPT0076350001
Normal
0.1
CPT0001180009
Tumor
0.1
CPT0086970003
Normal
0.1
CPT0079000001
Normal
0.1
CPT0092800003
Normal
0.1
CPT0088920001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0014350001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0075170001
Normal
0.1
CPT0014450004
Tumor
0.1
CPT0092740003
Normal
0.0
CPT0078530001
Normal
0.0
CPT0081600003
Tumor
0.0
CPT0014370004
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0010110003
Tumor
0.0
CPT0078510003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0025580004
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0012550003
Tumor
0.0
CPT0007320003
Tumor
0.0
CPT0026410003
Tumor
0.0
CPT0025110003
Tumor
0.0
CPT0014160003
Tumor
-0.1
CPT0092290003
Tumor
-0.1
CPT0023350003
Tumor
-0.1
CPT0075570001
Normal
-0.1
CPT0020120003
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0081990003
Tumor
-0.1
CPT0025350003
Tumor
-0.2
CPT0092730003
Tumor
-0.2
CPT0063320003
Tumor
-0.2
CPT0012080003
Tumor
-0.2
CPT0023690003
Tumor
-0.2
CPT0006630003
Tumor
-0.2
CPT0079270003
Tumor
-0.2
CPT0017410003
Tumor
-0.2
CPT0000780007
Tumor
-0.2
CPT0025170003
Tumor
-0.2
CPT0086360003
Tumor
-0.2
CPT0012670003
Tumor
-0.2
CPT0006440003
Tumor
-0.3
CPT0087040003
Tumor
-0.3
CPT0079480003
Tumor
-0.3
CPT0012180003
Tumor
-0.3
CPT0066480003
Tumor
-0.3
CPT0075560003
Tumor
-0.3
CPT0065930003
Tumor
-0.3
CPT0019130003
Tumor
-0.3
CPT0009000003
Tumor
-0.3
CPT0001540009
Tumor
-0.3
CPT0069160003
Tumor
-0.4
CPT0012280003
Tumor
-0.4
CPT0076330003
Tumor
-0.4
CPT0009060003
Tumor
-0.4
CPT0015730003
Tumor
-0.4
CPT0012370003
Tumor
-0.4
CPT0088630003
Tumor
-0.4
CPT0086870003
Tumor
-0.4
CPT0017850003
Tumor
-0.4
CPT0025050003
Tumor
-0.4
CPT0077110003
Tumor
-0.4
CPT0021240003
Tumor
-0.4
CPT0025880003
Tumor
-0.4
CPT0001220008
Tumor
-0.5
CPT0089020003
Tumor
-0.5
CPT0065750003
Tumor
-0.5
CPT0078930003
Tumor
-0.5
CPT0065870003
Tumor
-0.5
CPT0092190003
Normal
-0.5
CPT0084590001
Normal
-0.5
CPT0010160003
Tumor
-0.5
CPT0012900004
Tumor
-0.5
CPT0015910003
Tumor
-0.5
CPT0077490003
Tumor
-0.6
CPT0085670003
Tumor
-0.6
CPT0086030003
Tumor
-0.6
CPT0089460004
Tumor
-0.6
CPT0078990003
Tumor
-0.6
CPT0088900003
Tumor
-0.6
CPT0079410003
Tumor
-0.6
CPT0066470004
Tumor
-0.6
CPT0019990003
Tumor
-0.6
CPT0011240003
Tumor
-0.6
CPT0001270001
Normal
-0.6
CPT0069000003
Tumor
-0.6
CPT0065690003
Tumor
-0.6
CPT0077320001
Normal
-0.7
CPT0075130003
Tumor
-0.7
CPT0086950003
Tumor
-0.7
CPT0065430003
Tumor
-0.7
CPT0081880003
Tumor
-0.7
CPT0088760003
Tumor
-0.7
CPT0078830003
Tumor
-0.7
CPT0084560003
Tumor
-0.7
CPT0092160003
Tumor
-0.8
CPT0000640003
Tumor
-0.8
CPT0079380003
Tumor
-0.8
CPT0025290003
Tumor
-0.9
CPT0088690003
Tumor
-0.9
CPT0002350011
Tumor
-0.9
CPT0088550004
Tumor
-0.9
CPT0063630003
Tumor
-0.9
CPT0079230003
Tumor
-0.9
CPT0015810003
Tumor
-1.0
CPT0001340003
Tumor
-1.0
CPT0001260009
Tumor
-1.1
CPT0088480003
Tumor
-1.2
CPT0025230003
Tumor
-1.2
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
