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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UBE2E1 is potential prognostic, high expression is unfavorable in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
54.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
184.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
111.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
110.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
107.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
89.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
87.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
86.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
83.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
82.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
82.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
81.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
79.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
76.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
76.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
75.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
73.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
72.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
70.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
68.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
67.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
65.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
62.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
60.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
60.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
60.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
59.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
56.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
53.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
52.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
52.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
48.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
47.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
47.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
45.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
43.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
42.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
42.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
41.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
41.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
41.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
40.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
39.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
38.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
38.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
37.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
37.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
37.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
36.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
33.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
31.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
29.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
29.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
27.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
26.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
26.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
26.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
26.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
24.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
24.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
23.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
20.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
19.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
11.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UBE2E1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
59.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
263.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
212.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
174.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
140.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
139.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
124.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
121.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
116.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
115.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
114.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
112.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
108.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
107.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
106.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
106.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
104.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
102.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
102.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
100.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
99.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
99.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
99.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
99.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
98.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
98.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
97.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
96.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
96.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
95.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
94.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
94.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
94.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
92.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
91.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
90.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
88.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
88.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
88.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
88.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
87.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
87.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
86.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
85.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
84.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
84.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
84.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
83.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
83.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
83.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
82.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
82.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
82.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
82.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
82.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
81.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
81.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
81.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
80.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
80.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
80.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
80.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
80.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
79.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
78.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
78.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
78.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
78.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
78.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
78.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
77.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
77.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
77.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
77.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
76.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
76.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
76.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
76.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
76.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
76.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
76.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
76.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
76.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
75.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
75.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
75.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
75.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
75.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
75.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
75.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
75.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
75.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
74.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
74.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
74.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
74.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
74.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
73.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
73.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
73.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
73.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
73.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
73.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
73.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
73.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
73.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
72.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
72.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
72.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
72.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
72.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
72.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
71.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
71.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
71.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
71.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
71.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
71.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
71.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
70.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
70.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
70.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
70.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
70.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
70.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
70.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
70.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
70.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
69.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
69.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
69.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
69.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
69.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
69.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
69.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
69.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
69.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
68.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
68.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
68.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
68.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
68.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
68.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
68.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
68.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
67.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
67.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
67.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
67.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
67.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
67.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
67.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
67.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
67.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
67.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
67.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
66.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
66.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
66.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
66.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
66.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
66.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
66.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
66.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
66.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
66.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
65.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
65.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
65.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
65.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
65.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
65.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
65.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
65.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
65.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
65.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
65.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
65.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
65.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
65.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
64.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
64.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
64.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
64.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
64.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
64.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
64.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
64.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
64.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
64.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
64.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
63.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
63.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
63.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
63.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
63.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
63.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
63.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
63.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
63.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
63.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
63.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
62.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
62.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
62.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
62.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
62.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
62.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
62.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
62.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
62.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
62.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
62.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
62.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
62.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
62.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
61.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
61.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
61.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
61.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
61.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
61.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
61.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
61.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
61.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
61.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
61.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
60.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
60.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
60.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
60.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
60.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
60.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
60.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
60.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
60.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
59.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
59.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
59.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
59.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
59.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
59.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
59.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
59.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
59.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
59.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
59.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
59.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
59.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
59.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
58.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
58.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
58.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
58.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
58.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
57.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
57.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
57.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
57.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
57.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
57.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
57.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
57.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
57.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
57.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
57.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
57.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
57.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
57.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
56.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
56.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
56.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
56.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
56.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
56.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
56.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
56.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
56.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
56.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
56.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
56.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
56.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
56.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
56.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
56.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
56.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
55.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
55.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
55.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
55.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
55.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
55.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
55.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
55.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
55.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
55.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
55.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
54.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
54.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
54.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
54.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
54.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
54.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
54.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
54.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
54.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
54.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
54.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
54.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
54.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
54.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
54.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
53.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
53.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
53.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
53.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
53.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
53.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
53.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
53.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
53.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
52.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
52.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
52.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
52.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
52.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
52.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
52.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
52.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
52.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
51.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
51.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
51.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
51.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
51.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
51.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
51.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
51.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
51.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
51.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
51.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
50.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
50.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
50.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
50.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
50.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
50.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
49.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
49.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
49.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
49.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
49.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
49.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
49.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
49.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
49.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
49.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
49.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
48.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
48.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
48.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
48.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
48.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
48.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
48.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
47.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
47.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
47.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
47.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
47.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
47.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
46.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
46.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
46.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
46.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
46.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
46.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
46.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
46.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
46.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
46.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
46.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
46.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
46.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
46.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
45.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
45.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
45.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
45.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
45.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
45.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
45.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
45.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
45.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
45.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
44.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
44.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
44.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
44.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
44.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
44.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
44.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
44.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
44.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
44.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
44.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
43.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
43.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
43.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
43.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
43.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
43.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
43.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
43.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
43.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
43.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
43.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
43.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
43.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
43.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
42.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
42.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
42.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
42.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
42.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
42.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
42.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
42.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
42.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
41.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
40.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
40.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
40.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
40.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
40.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
40.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
40.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
40.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
39.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
39.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
39.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
39.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
39.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
39.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
39.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
38.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
38.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
38.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
38.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
38.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
38.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
37.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
37.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
37.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
37.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
37.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
37.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
37.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
37.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
37.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
36.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
36.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
36.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
36.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
36.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
36.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
36.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
35.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
35.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
35.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
34.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
34.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
34.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
33.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
33.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
33.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
32.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
32.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
32.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
31.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
30.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
30.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
30.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
30.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
29.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
29.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
28.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
28.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
28.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
27.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
27.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
26.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
26.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
26.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
26.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
25.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
25.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
25.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
24.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
24.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
24.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
23.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
22.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
21.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
21.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
21.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
20.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
20.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
19.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
18.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
18.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
17.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
16.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
15.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
15.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
14.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
14.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
12.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
12.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
11.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
10.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
UBE2E1 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
66.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
149.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
132.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
122.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
119.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
114.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
112.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
107.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
103.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
103.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
101.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
96.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
96.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
95.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
89.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
87.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
87.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
86.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
85.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
83.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
82.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
82.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
81.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
81.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
80.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
80.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
79.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
79.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
79.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
78.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
77.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
76.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
76.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
75.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
71.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
71.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
68.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
67.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
67.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
66.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
66.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
65.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
65.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
64.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
64.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
64.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
64.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
64.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
64.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
63.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
63.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
63.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
62.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
62.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
62.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
61.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
61.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
61.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
61.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
60.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
60.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
59.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
59.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
59.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
58.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
57.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
57.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
57.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
57.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
56.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
55.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
54.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
53.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
52.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
52.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
52.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
51.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
49.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
49.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
48.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
48.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
47.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
47.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
45.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
45.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
44.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
42.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
41.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
40.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
39.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
38.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
38.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
38.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
37.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
36.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
34.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
33.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
32.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
27.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
26.8
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.
UBE2E1 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
55.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
209.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
176.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
152.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
138.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
136.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
130.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
120.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
116.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
114.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
111.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
110.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
110.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
109.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
105.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
103.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
103.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
102.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
100.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
100.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
97.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
97.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
95.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
94.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
93.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
92.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
92.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
91.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
90.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
90.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
89.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
88.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
88.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
87.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
87.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
86.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
85.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
85.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
84.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
83.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
83.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
83.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
82.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
82.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
81.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
80.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
80.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
79.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
79.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
78.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
78.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
78.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
78.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
78.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
77.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
77.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
77.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
76.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
76.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
76.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
75.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
75.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
74.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
74.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
73.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
73.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
72.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
71.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
71.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
70.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
69.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
69.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
68.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
67.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
67.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
67.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
66.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
66.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
66.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
66.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
66.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
66.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
66.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
65.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
65.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
65.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
64.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
64.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
64.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
63.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
63.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
63.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
63.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
63.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
63.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
63.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
62.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
62.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
61.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
61.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
61.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
61.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
60.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
60.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
60.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
60.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
59.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
59.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
59.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
58.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
58.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
58.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
58.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
57.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
57.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
57.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
57.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
57.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
56.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
56.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
56.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
56.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
56.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
56.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
55.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
55.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
54.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
54.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
54.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
54.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
54.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
53.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
53.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
53.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
53.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
52.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
52.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
52.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
52.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
52.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
51.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
51.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
51.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
51.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
51.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
50.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
50.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
50.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
50.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
49.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
49.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
49.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
49.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
49.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
49.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
49.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
48.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
48.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
48.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
48.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
48.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
48.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
47.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
47.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
47.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
47.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
47.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
47.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
47.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
47.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
47.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
46.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
46.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
46.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
46.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
46.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
46.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
46.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
45.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
45.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
45.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
44.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
44.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
43.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
43.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
43.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
43.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
42.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
42.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
42.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
42.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
42.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
42.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
41.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
41.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
41.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
41.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
41.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
40.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
40.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
39.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
39.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
38.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
38.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
38.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
38.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
38.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
38.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
38.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
38.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
37.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
37.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
37.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
37.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
37.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
37.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
36.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
36.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
36.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
36.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
36.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
35.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
35.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
35.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
35.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
35.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
34.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
34.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
34.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
34.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
34.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
34.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
33.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
33.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
32.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
32.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
32.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
31.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
31.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
31.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
30.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
30.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
29.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
28.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
28.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
27.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
27.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
27.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
27.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
26.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
26.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
26.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
26.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
26.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
26.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
25.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
24.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
24.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
23.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
22.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
22.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
20.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
20.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
20.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
20.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
19.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
19.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
19.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
18.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
18.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
17.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
17.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
17.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
15.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
14.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
13.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
12.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
8.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 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
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
