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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.
UBE2V2 is potential prognostic, high expression is unfavorable 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
20.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
49.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
41.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
40.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
38.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
38.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
38.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
36.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
35.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
34.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
33.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
33.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
32.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
31.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
31.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
30.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
29.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
26.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
26.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
25.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
25.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
24.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
23.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
22.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
22.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
21.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
21.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
19.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
19.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
19.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
19.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
19.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
18.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
18.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
17.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
17.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
17.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
15.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
15.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
15.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
15.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
15.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
15.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
14.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
14.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
14.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
14.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
13.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
13.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
12.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
12.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
11.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
11.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
10.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
10.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
10.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
9.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
7.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
7.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
7.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
6.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
4.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
4.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
3.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 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.
UBE2V2 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
27.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
190.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
126.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
76.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
72.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
67.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
64.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
59.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
57.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
54.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
53.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
53.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
52.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
51.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
51.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
51.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
50.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
48.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
48.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
47.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
46.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
46.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
46.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
46.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
46.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
45.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
45.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
45.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
44.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
44.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
43.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
43.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
43.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
43.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
42.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
42.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
42.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
42.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
42.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
42.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
42.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
41.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
40.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
40.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
40.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
40.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
40.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
40.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
39.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
39.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
39.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
39.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
38.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
38.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
38.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
38.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
38.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
38.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
38.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
38.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
38.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
38.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
38.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
38.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
38.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
38.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
38.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
38.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
38.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
38.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
37.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
37.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
37.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
37.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
37.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
37.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
37.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
37.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
36.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
36.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
36.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
36.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
36.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
36.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
36.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
36.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
36.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
36.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
36.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
36.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
36.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
36.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
36.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
36.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
35.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
35.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
35.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
35.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
35.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
35.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
35.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
35.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
35.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
35.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
35.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
35.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
35.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
34.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
34.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
34.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
34.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
34.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
34.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
34.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
34.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
34.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
34.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
33.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
33.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
33.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
33.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
33.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
33.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
33.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
33.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
33.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
33.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
33.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
33.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
32.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
32.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
32.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
32.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
32.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
32.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
32.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
32.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
32.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
32.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
32.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
32.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
32.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
32.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
32.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
32.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
32.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
32.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
32.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
32.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
32.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
31.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
31.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
31.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
31.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
31.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
31.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
31.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
31.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
31.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
31.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
31.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
31.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
31.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
31.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
31.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
31.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
31.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
31.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
31.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
31.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
31.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
30.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
30.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
30.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
30.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
30.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
30.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
30.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
30.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
30.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
30.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
30.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
30.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
30.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
30.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
30.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
30.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
30.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
30.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
30.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
30.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
30.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
29.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
29.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
29.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
29.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
29.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
29.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
29.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
29.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
29.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
29.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
29.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
29.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
29.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
29.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
29.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
29.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
29.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
29.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
29.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
29.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
29.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
29.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
29.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
29.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
29.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
29.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
29.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
29.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
29.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
29.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
29.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
29.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
28.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
28.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
28.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
28.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
28.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
28.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
28.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
28.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
28.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
28.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
28.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
28.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
28.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
28.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
28.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
27.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
27.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
27.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
27.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
27.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
27.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
27.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
27.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
27.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
27.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
27.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
27.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
27.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
27.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
27.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
26.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
26.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
26.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
26.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
26.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
26.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
26.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
26.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
26.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
26.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
26.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
26.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
26.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
26.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
26.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
26.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
26.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
26.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
26.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
26.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
25.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
25.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
25.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
25.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
25.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
25.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
25.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
25.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
25.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
25.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
25.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
25.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
25.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
25.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
25.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
25.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
25.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
25.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
24.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
24.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
24.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
24.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
24.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
24.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
24.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
24.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
24.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
24.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
24.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
24.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
24.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
24.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
24.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
24.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
24.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
24.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
24.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
24.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
24.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
24.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
24.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
24.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
24.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
24.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
23.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
23.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
23.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
23.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
23.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
23.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
23.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
23.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
23.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
23.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
23.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
23.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
23.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
23.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
23.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
23.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
23.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
23.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
23.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
23.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
23.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
23.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
23.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
23.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
23.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
22.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
22.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
22.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
22.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
22.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
22.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
22.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
22.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
22.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
22.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
22.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
22.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
22.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
22.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
22.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
22.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
21.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
21.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
21.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
21.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
21.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
21.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
21.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
21.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
21.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
21.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
21.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
21.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
21.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
21.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
21.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
21.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
21.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
21.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
21.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
21.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
21.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
21.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
21.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
21.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
21.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
21.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
21.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
21.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
20.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
20.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
20.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
20.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
20.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
20.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
20.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
20.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
20.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
20.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
20.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
20.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
20.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
20.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
20.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
20.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
20.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
20.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
20.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
20.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
20.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
20.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
20.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
20.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
19.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
19.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
19.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
19.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
19.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
19.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
19.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
19.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
19.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
19.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
19.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
19.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
19.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
18.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
18.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
18.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
18.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
18.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
18.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
18.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
18.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
18.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
18.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
18.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
18.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
18.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
18.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
18.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
18.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
18.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
18.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
17.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
17.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
17.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
17.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
17.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
17.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
17.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
17.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
17.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
17.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
17.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
17.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
17.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
17.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
17.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
16.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
16.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
16.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
16.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
15.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
15.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
15.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
15.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
15.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
14.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
14.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
14.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
14.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
14.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
14.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
14.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
13.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
13.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
13.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
13.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
13.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
13.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
13.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
13.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
13.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
12.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
12.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
12.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
12.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
12.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
12.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
11.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
11.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
11.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
11.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
11.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
11.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
11.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
11.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
10.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
10.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
10.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
10.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
10.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
9.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
9.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
9.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
9.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
9.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
9.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
9.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
9.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
8.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
8.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
8.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
8.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
8.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
7.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
7.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
5.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
5.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
4.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 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.
UBE2V2 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
35.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
64.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
61.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
56.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
55.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
54.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
52.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
51.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
50.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
49.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
49.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
49.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
49.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
49.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
47.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
46.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
46.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
45.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
44.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
43.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
43.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
42.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
42.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
42.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
41.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
41.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
41.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
41.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
40.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
40.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
40.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
40.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
39.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
39.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
39.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
39.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
38.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
38.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
38.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
37.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
37.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
37.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
37.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
36.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
36.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
36.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
36.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
36.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
35.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
35.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
35.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
34.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
34.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
33.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
33.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
33.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
33.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
32.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
32.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
32.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
31.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
30.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
30.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
30.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
29.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
29.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
29.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
29.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
29.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
28.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
28.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
28.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
28.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
28.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
28.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
27.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
27.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
27.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
26.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
26.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
26.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
26.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
25.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
25.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
25.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
25.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
23.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
23.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
22.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
22.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
22.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
22.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
22.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
21.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
21.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
21.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
19.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
19.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
17.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
16.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
UBE2V2 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
21.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
80.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
63.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
58.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
51.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
49.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
49.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
44.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
43.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
42.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
41.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
41.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
40.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
39.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
36.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
36.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
36.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
36.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
36.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
36.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
35.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
35.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
35.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
34.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
34.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
34.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
34.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
33.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
33.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
33.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
33.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
32.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
32.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
32.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
31.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
31.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
31.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
31.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
31.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
30.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
30.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
30.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
30.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
29.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
29.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
29.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
29.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
29.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
29.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
29.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
29.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
29.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
28.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
28.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
28.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
28.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
28.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
27.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
27.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
27.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
27.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
27.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
27.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
27.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
27.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
27.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
27.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
27.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
26.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
26.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
26.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
26.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
26.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
26.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
26.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
26.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
26.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
26.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
26.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
25.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
25.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
25.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
25.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
25.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
25.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
25.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
25.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
25.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
25.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
25.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
25.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
24.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
24.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
24.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
24.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
24.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
24.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
24.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
23.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
23.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
23.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
23.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
23.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
23.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
23.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
23.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
22.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
22.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
22.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
22.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
22.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
22.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
22.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
22.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
22.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
22.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
22.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
22.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
22.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
22.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
21.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
21.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
21.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
21.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
21.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
21.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
21.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
21.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
21.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
20.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
20.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
20.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
20.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
20.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
20.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
20.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
20.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
20.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
20.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
20.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
19.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
19.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
19.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
19.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
19.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
19.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
19.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
19.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
19.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
19.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
19.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
19.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
19.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
19.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
19.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
19.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
18.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
18.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
18.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
18.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
18.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
18.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
18.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
18.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
18.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
18.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
18.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
18.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
18.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
18.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
17.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
17.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
17.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
17.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
17.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
17.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
17.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
17.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
17.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
17.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
17.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
17.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
16.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
16.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
16.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
16.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
16.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
16.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
16.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
16.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
16.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
16.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
16.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
16.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
15.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
15.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
15.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
15.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
15.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
15.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
15.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
15.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
15.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
15.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
15.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
15.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
15.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
15.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
15.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
15.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
14.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
14.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
14.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
14.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
14.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
13.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
13.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
13.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
13.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
13.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
13.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
13.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
13.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
13.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
13.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
13.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
13.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
13.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
12.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
12.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
12.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
12.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
12.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
12.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
12.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
12.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
11.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
11.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
11.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
11.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
11.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
11.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
11.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
10.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
10.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
10.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
10.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
10.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
10.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
10.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
10.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
9.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
9.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
9.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
8.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
8.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
8.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
8.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
8.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
8.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
8.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
8.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
8.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
7.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
7.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
6.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
6.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
6.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
6.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
6.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
5.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
5.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
5.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
5.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
5.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
5.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
5.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
4.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
4.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
3.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
2.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
1.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012550003
Tumor
0.7
CPT0021240003
Tumor
0.7
CPT0078510003
Tumor
0.6
CPT0001180009
Tumor
0.5
CPT0001340003
Tumor
0.5
CPT0079180003
Tumor
0.5
CPT0012900004
Tumor
0.5
CPT0065930003
Tumor
0.5
CPT0089460004
Tumor
0.5
CPT0077310003
Tumor
0.5
CPT0011240003
Tumor
0.4
CPT0019990003
Tumor
0.4
CPT0078660003
Tumor
0.4
CPT0092290003
Tumor
0.4
CPT0066480003
Tumor
0.4
CPT0009000003
Tumor
0.4
CPT0025290003
Tumor
0.3
CPT0064370003
Tumor
0.3
CPT0025230003
Tumor
0.3
CPT0025170003
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0081880003
Tumor
0.3
CPT0007860003
Tumor
0.3
CPT0023690003
Tumor
0.3
CPT0066470004
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0020120003
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0025050003
Tumor
0.3
CPT0006630003
Tumor
0.3
CPT0015730003
Tumor
0.3
CPT0069000003
Tumor
0.3
CPT0017410003
Tumor
0.2
CPT0075560003
Tumor
0.2
CPT0014450004
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0012280003
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0087040003
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0000640003
Tumor
0.2
CPT0002270011
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0002350011
Tumor
0.2
CPT0011410003
Tumor
0.2
CPT0065750003
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0006900003
Tumor
0.2
CPT0024680001
Normal
0.2
CPT0065690003
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0015810003
Tumor
0.1
CPT0076330003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0077490003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0079410003
Tumor
0.1
CPT0088480003
Tumor
0.1
CPT0017850003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0088550004
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0088970003
Tumor
0.1
CPT0012090003
Normal
0.1
CPT0001500009
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0065810003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0084560003
Tumor
0.1
CPT0025580004
Tumor
0.1
CPT0025880003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0076350001
Normal
0.1
CPT0071150004
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0023350003
Tumor
0.1
CPT0012640003
Normal
0.0
CPT0069190001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0077110003
Tumor
0.0
CPT0009020003
Normal
0.0
CPT0065870003
Tumor
0.0
CPT0001260009
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0075130003
Tumor
0.0
CPT0000870016
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0010120001
Normal
0.0
CPT0020130001
Normal
0.0
CPT0079510001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0082010001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0012920003
Normal
0.0
CPT0020020001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0007320003
Tumor
0.0
CPT0063630003
Tumor
0.0
CPT0026420001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0017450001
Normal
0.0
CPT0077320001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0001350001
Normal
0.0
CPT0025610001
Normal
0.0
CPT0012770003
Normal
0.0
CPT0087050003
Normal
0.0
CPT0092740003
Normal
0.0
CPT0086370003
Normal
0.0
CPT0015910003
Tumor
-0.1
CPT0012290003
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0069160003
Tumor
-0.1
CPT0075170001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0001540009
Tumor
-0.1
CPT0007470001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0010110003
Tumor
-0.1
CPT0025060001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0078990003
Tumor
-0.1
CPT0086870003
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0092800003
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0063320003
Tumor
-0.1
CPT0001510001
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0001190001
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0092190003
Normal
-0.1
CPT0078530001
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0065450001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0079300001
Normal
-0.1
CPT0081990003
Tumor
-0.1
CPT0006950001
Normal
-0.1
CPT0025110003
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0026410003
Tumor
-0.1
CPT0086890003
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0079230003
Tumor
-0.1
CPT0007870001
Normal
-0.1
CPT0084590001
Normal
-0.1
CPT0063330001
Normal
-0.1
CPT0088630003
Tumor
-0.1
CPT0000790001
Normal
-0.1
CPT0009060003
Tumor
-0.1
CPT0012180003
Tumor
-0.1
CPT0078940001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0001270001
Normal
-0.2
CPT0078840001
Normal
-0.2
CPT0065430003
Tumor
-0.2
CPT0014350001
Normal
-0.2
CPT0025920001
Normal
-0.2
CPT0065820001
Normal
-0.2
CPT0081600003
Tumor
-0.2
CPT0088920001
Normal
-0.2
CPT0006730001
Normal
-0.2
CPT0088640003
Normal
-0.2
CPT0019160001
Normal
-0.2
CPT0075720003
Tumor
-0.2
CPT0089480003
Normal
-0.2
CPT0014370004
Tumor
-0.2
CPT0086950003
Tumor
-0.2
CPT0078800003
Tumor
-0.3
CPT0085670003
Tumor
-0.3
CPT0079000001
Normal
-0.3
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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.
The Human Protein Atlas project is funded
