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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.
POLR2J3 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
69.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
56.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
47.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
44.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
43.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
42.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
41.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
40.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
37.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
35.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
33.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
32.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
31.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
29.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
29.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
28.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
28.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
28.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
28.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
25.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
24.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
23.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
20.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
20.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
20.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
19.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
19.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
19.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
19.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
18.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
18.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
17.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
16.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
14.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
13.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
10.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
9.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
9.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
8.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
6.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
5.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
5.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
5.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
4.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
4.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
4.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
4.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
3.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
2.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
2.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
1.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
1.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
1.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
0.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 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.
POLR2J3 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
48.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
142.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
140.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
137.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
119.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
118.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
111.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
110.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
106.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
102.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
102.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
100.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
99.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
98.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
97.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
97.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
97.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
94.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
92.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
91.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
89.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
89.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
89.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
89.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
88.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
88.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
87.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
87.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
87.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
87.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
86.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
86.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
85.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
85.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
84.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
82.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
82.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
82.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
82.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
81.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
80.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
80.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
79.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
79.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
78.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
78.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
78.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
78.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
78.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
77.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
77.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
77.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
77.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
77.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
77.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
75.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
75.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
75.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
75.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
75.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
75.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
75.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
75.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
74.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
74.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
74.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
73.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
73.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
73.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
73.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
72.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
72.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
72.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
72.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
72.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
70.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
70.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
70.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
70.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
70.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
70.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
69.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
69.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
69.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
69.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
69.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
69.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
69.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
68.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
68.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
68.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
68.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
67.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
67.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
67.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
67.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
67.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
66.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
66.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
66.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
66.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
66.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
66.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
66.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
65.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
65.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
65.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
64.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
64.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
64.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
64.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
64.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
64.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
63.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
63.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
63.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
63.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
63.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
63.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
62.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
62.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
62.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
62.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
62.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
62.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
62.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
62.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
61.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
61.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
61.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
61.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
60.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
60.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
60.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
60.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
59.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
59.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
59.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
58.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
58.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
58.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
58.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
57.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
57.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
57.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
57.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
57.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
57.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
57.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
57.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
56.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
56.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
56.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
56.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
56.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
56.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
56.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
56.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
56.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
55.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
55.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
55.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
55.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
55.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
55.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
55.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
55.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
55.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
55.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
55.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
54.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
54.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
54.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
54.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
54.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
54.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
53.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
53.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
53.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
53.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
53.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
53.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
52.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
52.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
52.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
52.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
52.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
52.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
52.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
52.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
52.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
52.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
52.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
52.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
51.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
51.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
51.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
51.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
51.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
51.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
51.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
51.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
51.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
50.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
50.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
50.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
50.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
50.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
50.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
50.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
49.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
49.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
49.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
49.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
49.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
49.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
49.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
49.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
49.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
49.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
49.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
48.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
48.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
48.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
48.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
48.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
48.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
48.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
48.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
48.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
48.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
48.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
47.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
47.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
47.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
47.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
47.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
47.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
47.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
47.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
47.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
47.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
47.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
47.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
47.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
46.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
46.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
46.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
46.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
46.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
46.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
46.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
46.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
46.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
46.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
46.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
45.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
45.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
45.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
45.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
45.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
45.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
45.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
45.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
45.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
45.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
45.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
45.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
45.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
45.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
44.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
44.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
44.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
44.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
44.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
44.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
43.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
43.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
43.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
43.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
43.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
43.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
43.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
43.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
43.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
43.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
43.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
43.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
43.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
43.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
43.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
43.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
43.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
43.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
42.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
42.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
42.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
42.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
42.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
42.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
42.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
42.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
42.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
42.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
42.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
42.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
42.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
42.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
41.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
41.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
41.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
41.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
41.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
41.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
41.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
41.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
41.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
41.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
41.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
41.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
41.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
41.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
41.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
41.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
40.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
40.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
40.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
40.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
40.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
40.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
40.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
40.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
39.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
39.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
39.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
39.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
39.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
39.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
39.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
39.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
39.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
39.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
38.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
38.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
38.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
38.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
38.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
38.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
38.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
38.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
38.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
38.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
38.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
37.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
37.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
37.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
37.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
37.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
37.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
37.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
37.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
37.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
37.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
37.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
37.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
37.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
37.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
36.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
36.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
36.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
36.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
36.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
36.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
36.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
36.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
36.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
36.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
36.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
36.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
36.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
35.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
35.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
35.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
35.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
35.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
35.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
35.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
35.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
35.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
35.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
35.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
35.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
35.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
35.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
35.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
34.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
34.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
34.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
34.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
34.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
34.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
34.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
34.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
34.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
34.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
34.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
34.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
34.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
34.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
34.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
33.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
33.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
33.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
33.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
32.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
32.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
32.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
32.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
32.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
32.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
32.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
32.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
31.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
31.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
31.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
31.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
31.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
30.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
30.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
30.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
30.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
30.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
30.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
29.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
29.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
29.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
29.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
29.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
29.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
29.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
29.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
29.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
29.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
29.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
29.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
29.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
28.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
28.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
28.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
28.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
28.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
28.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
28.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
28.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
28.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
28.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
28.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
27.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
27.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
27.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
27.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
27.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
27.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
27.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
26.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
26.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
26.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
26.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
26.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
26.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
25.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
25.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
25.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
25.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
25.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
25.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
24.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
24.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
24.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
23.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
23.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
23.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
23.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
22.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
22.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
22.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
22.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
21.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
21.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
20.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
20.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
20.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
20.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
19.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
19.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
19.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
18.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
18.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
18.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
17.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
17.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
15.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
14.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
14.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
13.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
13.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
11.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
11.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
11.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
10.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
10.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
9.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
9.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
9.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
9.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
8.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
7.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
6.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
6.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
5.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
3.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
POLR2J3 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
31.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
73.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
71.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
71.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
66.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
61.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
58.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
53.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
53.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
51.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
49.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
49.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
49.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
48.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
45.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
45.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
44.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
44.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
44.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
43.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
43.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
42.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
41.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
41.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
39.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
39.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
39.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
39.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
39.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
39.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
39.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
38.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
38.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
38.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
38.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
37.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
37.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
36.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
36.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
35.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
34.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
34.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
34.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
34.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
34.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
33.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
32.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
32.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
30.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
30.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
30.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
29.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
28.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
28.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
28.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
28.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
28.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
28.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
27.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
27.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
27.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
26.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
26.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
25.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
25.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
24.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
24.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
24.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
24.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
24.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
23.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
23.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
23.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
23.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
22.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
21.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
20.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
20.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
20.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
20.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
20.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
19.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
19.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
17.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
16.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
16.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
13.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
11.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
11.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
11.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
10.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
8.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
7.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
7.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
5.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
4.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
3.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
2.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
2.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
2.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 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.
POLR2J3 is potential prognostic, high expression is unfavorable 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
27.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
251.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
216.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
129.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
115.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
109.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
100.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
96.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
91.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
86.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
81.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
81.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
79.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
79.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
77.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
73.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
73.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
71.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
70.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
66.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
64.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
64.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
62.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
62.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
59.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
58.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
58.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
58.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
58.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
58.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
57.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
57.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
57.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
56.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
55.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
54.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
53.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
50.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
50.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
50.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
50.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
49.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
49.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
48.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
48.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
47.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
47.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
47.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
47.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
46.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
46.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
46.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
45.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
44.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
44.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
44.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
44.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
43.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
43.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
43.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
43.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
43.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
42.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
41.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
41.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
40.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
40.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
40.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
40.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
40.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
40.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
40.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
38.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
38.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
38.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
36.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
36.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
35.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
34.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
34.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
33.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
33.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
33.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
33.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
33.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
33.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
33.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
32.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
32.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
32.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
32.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
32.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
32.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
31.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
31.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
31.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
31.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
31.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
31.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
30.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
30.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
30.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
30.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
30.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
29.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
29.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
29.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
29.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
28.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
28.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
28.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
28.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
28.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
28.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
28.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
27.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
26.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
26.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
26.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
26.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
26.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
25.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
25.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
25.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
25.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
25.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
24.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
24.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
24.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
24.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
24.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
24.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
23.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
23.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
23.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
23.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
22.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
22.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
22.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
22.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
22.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
22.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
21.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
21.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
21.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
21.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
20.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
20.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
20.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
20.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
20.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
20.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
20.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
20.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
20.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
20.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
19.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
19.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
19.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
19.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
18.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
18.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
18.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
18.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
17.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
16.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
15.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
15.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
15.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
15.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
15.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
15.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
14.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
14.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
14.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
14.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
14.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
13.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
13.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
13.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
12.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
12.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
12.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
12.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
12.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
12.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
12.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
12.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
12.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
11.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
11.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
11.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
11.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
10.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
10.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
9.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
9.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
9.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
9.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
9.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
8.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
8.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
7.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
7.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
7.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
7.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
6.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
6.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
6.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
6.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
6.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
6.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
6.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
5.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
5.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
4.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
4.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
4.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
4.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
4.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
3.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
3.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
3.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
3.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
3.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
2.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
2.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
2.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
2.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
2.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
2.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
2.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
2.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
2.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
1.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
1.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
1.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
1.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
1.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
1.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
1.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
1.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
1.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
1.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
0.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
0.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
0.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
0.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
0.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 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.
The Human Protein Atlas project is funded
