We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UBE2V1 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
59.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
155.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
121.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
93.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
91.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
90.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
89.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
88.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
87.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
79.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
79.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
77.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
75.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
72.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
72.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
71.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
70.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
70.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
69.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
69.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
68.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
68.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
65.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
65.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
64.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
63.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
63.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
62.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
60.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
58.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
56.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
56.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
55.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
54.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
54.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
53.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
52.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
51.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
50.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
49.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
49.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
48.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
48.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
47.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
45.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
45.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
44.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
44.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
43.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
43.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
42.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
40.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
40.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
39.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
38.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
38.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
38.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
38.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
36.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
33.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
32.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
30.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
29.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
26.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 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.
UBE2V1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
67.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
134.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
134.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
124.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
116.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
115.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
114.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
110.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
109.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
109.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
103.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
102.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
102.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
102.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
99.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
99.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
98.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
98.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
97.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
97.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
96.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
95.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
95.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
94.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
94.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
94.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
93.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
93.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
92.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
92.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
91.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
91.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
91.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
91.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
90.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
89.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
89.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
89.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
88.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
88.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
88.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
88.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
88.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
88.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
87.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
87.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
87.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
87.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
87.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
87.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
86.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
86.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
86.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
86.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
86.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
86.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
86.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
86.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
85.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
85.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
85.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
85.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
85.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
85.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
85.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
84.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
84.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
84.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
84.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
84.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
84.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
84.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
84.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
83.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
83.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
83.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
82.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
82.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
82.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
82.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
82.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
82.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
82.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
82.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
81.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
81.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
81.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
81.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
81.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
81.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
81.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
81.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
81.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
81.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
81.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
80.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
80.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
80.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
80.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
80.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
80.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
80.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
80.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
80.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
80.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
80.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
80.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
80.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
79.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
79.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
79.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
79.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
79.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
79.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
79.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
79.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
79.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
78.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
78.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
78.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
78.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
78.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
78.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
78.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
78.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
78.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
78.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
77.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
77.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
77.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
77.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
77.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
77.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
77.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
77.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
77.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
77.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
77.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
77.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
77.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
77.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
76.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
76.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
76.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
76.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
76.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
76.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
76.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
76.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
76.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
76.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
76.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
76.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
76.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
75.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
75.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
75.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
75.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
75.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
75.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
75.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
75.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
75.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
75.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
75.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
75.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
75.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
75.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
75.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
74.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
74.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
74.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
74.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
74.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
74.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
74.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
74.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
74.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
74.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
74.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
74.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
74.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
74.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
74.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
74.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
73.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
73.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
73.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
73.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
73.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
73.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
73.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
73.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
73.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
73.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
73.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
73.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
73.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
73.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
73.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
73.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
73.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
72.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
72.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
72.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
72.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
72.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
72.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
72.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
72.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
72.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
72.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
72.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
72.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
72.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
72.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
71.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
71.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
71.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
71.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
71.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
71.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
71.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
71.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
70.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
70.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
70.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
70.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
70.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
70.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
70.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
70.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
70.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
70.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
70.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
70.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
70.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
69.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
69.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
69.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
69.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
69.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
69.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
69.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
69.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
69.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
69.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
69.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
69.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
69.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
69.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
69.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
69.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
69.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
69.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
68.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
68.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
68.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
68.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
68.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
68.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
68.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
68.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
68.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
68.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
68.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
68.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
68.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
68.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
67.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
67.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
67.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
67.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
67.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
67.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
67.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
67.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
67.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
67.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
67.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
67.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
67.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
67.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
67.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
67.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
67.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
67.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
67.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
67.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
66.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
66.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
66.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
66.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
66.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
66.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
66.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
66.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
66.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
66.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
66.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
66.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
66.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
65.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
65.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
65.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
65.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
65.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
65.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
65.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
65.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
65.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
65.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
64.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
64.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
64.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
64.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
64.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
64.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
64.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
64.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
64.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
64.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
64.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
64.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
63.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
63.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
63.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
63.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
63.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
63.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
63.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
63.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
63.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
63.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
63.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
63.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
63.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
63.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
62.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
62.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
62.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
62.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
62.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
62.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
62.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
62.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
62.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
62.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
62.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
62.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
62.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
61.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
61.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
61.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
61.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
61.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
61.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
61.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
61.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
61.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
61.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
61.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
61.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
61.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
60.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
60.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
60.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
60.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
60.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
60.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
60.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
60.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
60.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
60.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
60.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
60.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
60.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
60.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
60.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
59.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
59.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
59.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
59.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
59.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
59.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
58.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
58.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
58.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
58.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
58.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
58.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
57.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
57.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
57.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
57.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
57.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
57.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
57.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
56.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
56.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
56.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
56.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
56.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
56.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
55.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
55.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
55.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
55.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
55.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
55.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
55.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
55.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
54.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
54.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
54.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
54.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
54.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
54.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
54.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
53.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
53.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
53.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
53.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
53.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
53.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
53.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
53.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
53.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
53.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
53.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
52.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
52.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
52.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
52.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
52.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
52.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
52.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
52.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
51.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
51.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
51.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
50.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
50.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
50.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
50.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
50.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
50.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
50.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
50.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
49.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
49.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
49.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
49.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
48.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
48.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
48.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
47.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
47.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
47.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
47.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
47.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
47.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
47.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
47.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
46.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
46.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
46.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
46.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
46.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
46.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
46.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
45.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
45.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
44.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
44.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
43.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
43.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
43.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
43.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
42.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
42.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
42.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
42.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
42.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
42.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
41.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
41.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
41.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
41.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
41.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
40.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
40.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
40.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
39.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
39.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
39.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
39.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
38.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
37.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
37.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
37.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
36.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
36.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
36.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
35.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
34.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
34.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
34.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
34.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
34.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
33.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
32.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
32.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
31.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
30.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
29.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
29.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
24.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
18.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
17.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
10.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 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.
UBE2V1 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
62.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
112.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
99.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
97.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
94.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
93.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
89.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
84.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
84.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
81.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
80.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
79.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
79.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
76.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
75.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
73.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
72.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
71.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
71.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
71.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
71.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
70.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
70.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
70.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
69.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
69.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
68.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
68.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
67.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
67.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
66.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
66.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
66.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
66.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
65.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
65.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
65.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
65.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
64.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
63.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
63.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
63.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
63.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
61.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
61.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
61.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
61.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
61.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
61.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
61.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
61.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
61.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
61.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
61.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
61.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
60.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
60.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
60.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
60.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
59.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
59.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
59.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
59.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
58.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
58.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
58.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
58.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
57.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
57.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
57.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
56.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
56.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
56.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
55.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
55.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
55.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
54.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
54.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
54.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
54.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
53.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
53.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
53.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
53.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
51.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
51.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
50.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
50.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
50.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
49.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
49.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
48.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
48.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
48.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
48.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
42.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
41.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
41.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
41.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
37.1
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.
UBE2V1 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
65.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
145.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
143.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
127.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
123.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
121.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
120.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
116.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
111.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
109.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
108.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
104.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
102.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
102.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
102.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
102.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
102.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
101.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
101.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
101.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
101.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
101.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
101.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
100.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
100.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
99.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
99.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
97.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
97.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
96.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
95.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
94.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
94.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
93.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
93.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
92.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
92.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
91.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
91.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
90.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
89.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
89.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
88.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
88.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
88.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
88.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
87.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
86.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
86.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
86.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
85.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
85.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
84.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
84.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
83.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
83.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
83.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
81.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
81.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
81.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
80.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
80.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
79.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
79.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
79.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
79.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
78.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
77.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
77.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
77.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
77.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
77.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
77.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
77.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
76.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
76.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
76.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
75.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
75.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
75.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
74.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
74.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
74.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
74.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
73.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
73.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
72.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
72.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
72.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
72.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
72.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
71.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
71.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
71.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
71.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
71.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
70.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
70.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
70.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
70.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
70.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
69.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
69.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
69.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
69.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
69.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
69.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
69.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
69.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
69.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
69.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
69.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
68.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
67.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
67.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
67.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
67.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
67.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
67.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
67.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
67.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
66.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
66.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
66.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
66.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
66.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
66.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
65.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
65.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
65.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
65.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
64.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
64.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
64.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
64.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
64.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
63.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
63.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
63.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
62.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
62.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
62.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
62.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
62.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
62.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
62.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
62.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
61.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
61.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
61.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
61.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
61.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
60.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
60.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
60.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
60.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
60.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
60.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
60.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
60.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
59.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
59.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
59.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
58.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
58.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
58.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
58.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
58.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
58.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
57.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
57.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
57.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
57.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
57.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
56.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
56.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
56.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
56.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
56.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
56.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
56.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
56.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
56.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
56.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
56.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
55.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
55.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
55.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
55.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
55.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
55.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
55.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
55.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
54.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
54.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
54.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
54.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
54.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
54.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
53.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
53.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
53.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
52.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
52.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
52.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
51.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
51.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
51.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
51.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
51.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
51.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
50.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
50.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
50.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
50.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
49.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
49.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
49.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
49.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
48.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
48.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
48.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
48.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
48.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
48.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
47.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
47.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
47.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
47.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
47.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
47.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
47.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
47.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
46.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
46.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
46.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
46.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
45.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
45.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
44.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
44.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
44.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
43.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
43.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
43.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
43.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
43.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
43.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
41.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
40.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
40.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
40.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
40.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
39.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
39.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
39.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
39.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
39.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
39.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
39.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
38.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
37.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
37.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
36.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
36.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
35.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
35.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
35.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
34.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
33.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
33.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
33.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
33.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
32.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
32.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
31.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
31.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
31.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
27.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
26.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
23.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
20.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
Show allShow less
RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
