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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.
UBE2A is potential prognostic, high expression is unfavorable in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
39.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
85.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
77.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
73.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
72.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
64.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
62.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
59.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
58.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
55.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
54.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
54.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
54.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
53.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
52.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
52.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
51.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
49.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
49.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
46.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
44.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
44.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
43.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
43.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
42.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
41.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
41.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
41.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
40.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
40.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
39.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
39.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
39.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
38.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
37.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
37.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
37.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
37.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
36.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
35.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
33.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
32.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
31.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
31.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
30.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
30.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
28.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
28.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
28.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
27.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
26.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
26.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
26.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
26.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
25.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
25.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
24.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
24.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
22.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
21.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
20.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
20.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
19.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
13.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
UBE2A is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
38.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
178.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
131.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
95.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
88.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
82.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
76.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
76.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
74.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
70.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
69.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
67.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
67.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
66.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
65.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
63.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
62.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
61.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
61.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
60.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
59.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
59.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
59.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
59.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
58.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
58.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
58.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
58.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
58.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
57.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
57.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
57.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
57.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
56.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
55.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
55.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
55.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
55.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
54.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
54.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
54.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
54.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
54.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
53.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
53.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
53.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
53.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
53.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
53.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
53.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
53.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
52.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
52.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
52.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
52.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
52.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
51.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
51.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
51.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
51.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
51.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
51.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
51.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
51.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
51.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
51.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
50.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
50.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
50.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
50.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
50.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
50.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
50.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
50.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
50.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
49.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
49.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
49.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
49.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
49.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
49.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
49.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
49.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
49.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
48.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
48.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
48.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
48.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
48.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
48.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
48.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
48.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
48.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
47.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
47.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
47.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
47.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
47.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
47.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
47.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
47.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
47.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
47.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
47.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
47.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
47.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
47.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
47.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
46.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
46.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
46.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
46.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
46.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
46.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
46.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
46.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
46.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
46.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
46.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
46.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
46.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
46.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
45.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
45.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
45.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
45.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
45.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
45.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
45.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
45.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
45.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
45.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
45.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
45.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
45.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
45.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
45.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
45.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
44.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
44.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
44.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
44.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
44.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
44.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
44.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
44.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
44.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
44.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
44.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
44.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
44.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
44.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
44.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
43.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
43.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
43.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
43.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
43.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
43.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
43.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
43.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
43.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
43.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
43.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
43.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
43.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
43.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
43.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
43.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
43.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
43.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
43.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
43.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
43.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
43.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
42.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
42.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
42.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
42.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
42.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
42.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
42.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
42.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
42.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
42.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
42.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
42.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
42.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
42.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
42.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
42.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
42.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
42.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
41.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
41.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
41.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
41.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
41.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
41.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
41.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
41.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
41.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
41.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
41.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
41.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
41.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
41.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
41.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
41.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
41.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
40.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
40.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
40.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
40.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
40.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
40.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
40.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
40.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
40.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
40.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
40.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
40.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
40.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
40.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
40.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
40.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
40.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
40.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
40.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
40.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
40.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
40.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
39.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
39.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
39.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
39.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
39.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
39.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
39.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
39.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
39.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
39.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
39.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
39.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
39.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
39.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
39.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
39.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
39.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
39.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
38.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
38.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
38.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
38.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
38.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
38.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
38.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
38.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
38.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
38.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
38.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
38.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
38.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
38.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
37.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
37.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
37.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
37.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
37.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
37.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
37.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
37.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
37.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
37.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
37.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
37.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
37.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
37.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
37.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
37.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
37.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
37.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
37.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
37.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
36.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
36.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
36.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
36.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
36.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
36.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
36.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
36.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
36.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
36.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
36.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
36.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
36.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
36.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
36.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
36.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
36.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
36.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
36.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
36.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
36.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
36.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
36.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
36.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
35.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
35.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
35.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
35.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
35.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
35.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
35.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
35.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
35.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
35.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
35.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
35.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
35.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
35.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
35.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
35.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
35.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
35.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
34.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
34.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
34.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
34.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
34.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
34.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
34.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
34.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
34.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
34.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
34.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
34.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
34.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
34.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
34.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
34.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
33.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
33.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
33.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
33.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
33.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
33.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
33.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
33.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
33.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
33.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
33.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
33.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
33.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
33.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
33.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
33.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
33.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
33.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
32.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
32.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
32.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
32.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
32.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
32.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
32.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
32.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
32.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
32.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
32.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
32.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
32.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
31.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
31.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
31.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
31.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
31.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
31.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
31.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
31.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
31.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
31.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
31.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
31.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
31.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
31.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
31.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
30.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
30.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
30.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
30.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
30.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
30.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
30.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
30.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
30.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
30.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
30.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
30.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
30.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
29.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
29.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
29.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
29.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
29.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
29.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
29.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
29.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
29.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
29.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
29.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
28.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
28.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
28.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
28.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
28.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
28.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
28.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
28.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
28.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
28.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
28.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
28.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
28.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
27.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
27.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
27.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
27.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
27.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
27.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
27.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
27.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
26.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
26.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
26.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
26.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
26.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
26.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
26.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
26.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
26.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
26.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
26.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
26.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
26.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
26.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
26.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
25.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
25.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
25.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
25.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
25.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
25.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
25.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
25.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
25.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
25.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
24.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
24.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
24.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
24.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
24.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
24.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
24.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
24.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
23.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
23.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
23.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
23.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
23.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
23.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
22.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
22.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
22.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
21.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
21.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
21.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
21.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
21.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
21.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
21.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
21.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
21.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
21.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
21.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
20.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
20.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
20.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
20.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
20.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
20.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
20.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
20.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
20.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
20.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
19.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
19.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
19.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
19.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
19.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
19.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
18.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
18.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
18.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
18.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
18.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
17.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
17.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
15.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
15.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
15.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
14.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
14.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
12.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
12.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
11.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
11.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
9.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
7.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
7.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UBE2A 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
45.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
98.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
83.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
82.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
73.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
71.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
69.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
65.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
64.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
63.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
59.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
58.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
57.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
57.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
56.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
56.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
55.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
55.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
54.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
54.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
54.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
54.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
53.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
53.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
53.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
52.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
52.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
52.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
51.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
51.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
50.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
49.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
49.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
49.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
49.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
49.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
48.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
48.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
48.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
48.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
48.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
47.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
46.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
46.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
46.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
46.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
46.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
45.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
45.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
44.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
44.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
44.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
43.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
42.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
42.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
42.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
42.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
41.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
41.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
40.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
40.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
40.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
39.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
39.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
39.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
39.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
38.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
38.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
37.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
37.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
37.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
37.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
36.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
36.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
35.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
34.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
34.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
34.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
34.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
33.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
33.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
33.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
33.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
33.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
33.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
33.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
32.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
32.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
32.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
31.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
31.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
31.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
30.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
29.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
28.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
26.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
25.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
25.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
23.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
23.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 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.
UBE2A is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
34.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
119.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
84.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
81.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
73.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
72.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
72.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
68.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
68.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
67.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
66.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
66.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
66.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
62.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
61.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
61.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
60.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
57.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
56.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
55.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
55.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
55.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
55.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
54.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
54.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
53.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
53.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
52.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
52.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
52.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
51.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
51.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
50.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
50.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
49.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
49.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
49.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
48.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
48.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
48.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
47.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
47.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
47.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
46.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
46.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
46.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
46.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
46.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
46.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
45.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
45.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
45.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
45.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
45.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
45.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
45.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
45.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
45.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
44.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
44.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
44.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
44.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
43.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
43.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
43.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
43.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
43.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
43.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
43.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
43.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
42.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
42.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
42.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
42.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
42.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
42.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
42.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
42.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
42.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
41.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
41.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
41.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
41.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
41.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
41.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
40.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
40.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
40.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
40.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
40.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
40.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
40.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
39.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
39.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
39.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
39.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
38.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
38.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
38.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
38.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
38.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
38.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
38.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
37.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
37.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
37.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
37.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
36.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
36.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
36.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
36.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
36.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
36.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
36.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
36.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
36.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
35.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
35.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
35.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
35.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
35.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
35.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
35.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
35.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
34.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
34.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
34.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
34.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
34.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
34.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
33.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
33.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
33.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
33.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
33.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
33.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
33.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
33.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
33.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
33.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
32.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
32.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
32.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
32.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
31.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
31.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
31.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
31.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
31.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
30.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
30.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
30.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
30.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
30.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
30.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
30.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
30.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
30.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
30.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
29.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
29.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
29.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
29.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
29.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
29.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
29.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
29.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
28.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
28.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
28.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
28.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
28.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
28.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
28.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
27.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
27.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
27.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
27.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
27.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
27.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
27.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
27.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
27.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
27.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
26.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
26.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
26.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
26.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
26.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
26.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
26.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
26.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
25.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
25.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
25.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
25.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
25.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
25.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
24.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
24.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
24.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
24.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
24.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
24.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
24.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
24.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
24.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
24.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
24.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
23.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
23.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
23.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
23.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
23.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
23.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
23.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
23.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
23.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
23.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
23.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
23.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
22.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
22.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
22.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
22.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
22.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
21.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
21.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
21.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
21.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
21.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
21.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
21.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
21.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
21.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
21.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
21.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
21.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
20.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
20.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
20.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
20.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
20.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
20.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
20.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
20.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
20.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
19.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
19.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
19.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
19.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
19.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
19.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
18.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
18.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
18.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
18.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
18.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
17.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
17.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
16.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
16.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
16.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
16.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
16.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
16.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
16.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
15.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
15.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
15.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
15.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
14.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
14.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
13.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
13.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
12.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
12.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
12.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
12.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
12.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
11.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
10.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
8.7
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0066480003
Tumor
1.1
CPT0001340003
Tumor
0.9
CPT0092290003
Tumor
0.9
CPT0014160003
Tumor
0.7
CPT0065930003
Tumor
0.6
CPT0084560003
Tumor
0.6
CPT0021240003
Tumor
0.6
CPT0007860003
Tumor
0.6
CPT0081880003
Tumor
0.6
CPT0012900004
Tumor
0.6
CPT0002270011
Tumor
0.6
CPT0023350003
Tumor
0.5
CPT0017850003
Tumor
0.5
CPT0012570003
Normal
0.5
CPT0065690003
Tumor
0.5
CPT0006900003
Tumor
0.5
CPT0020120003
Tumor
0.4
CPT0075560003
Tumor
0.4
CPT0066520001
Normal
0.4
CPT0011240003
Tumor
0.4
CPT0012180003
Tumor
0.4
CPT0065450001
Normal
0.4
CPT0024680001
Normal
0.4
CPT0069160003
Tumor
0.3
CPT0024670003
Tumor
0.3
CPT0079380003
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0017410003
Tumor
0.3
CPT0023690003
Tumor
0.3
CPT0012280003
Tumor
0.3
CPT0009000003
Tumor
0.3
CPT0086950003
Tumor
0.3
CPT0078510003
Tumor
0.3
CPT0075170001
Normal
0.3
CPT0076330003
Tumor
0.3
CPT0025170003
Tumor
0.3
CPT0078800003
Tumor
0.3
CPT0012550003
Tumor
0.3
CPT0084590001
Normal
0.3
CPT0065870003
Tumor
0.3
CPT0002370001
Normal
0.3
CPT0025110003
Tumor
0.2
CPT0063320003
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0092310003
Normal
0.2
CPT0006630003
Tumor
0.2
CPT0063630003
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0013790003
Normal
0.2
CPT0001540009
Tumor
0.2
CPT0002350011
Tumor
0.2
CPT0069000003
Tumor
0.2
CPT0078660003
Tumor
0.2
CPT0012920003
Normal
0.2
CPT0086820003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0011410003
Tumor
0.2
CPT0017450001
Normal
0.2
CPT0092190003
Normal
0.2
CPT0012370003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0088970003
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0012670003
Tumor
0.1
CPT0075130003
Tumor
0.1
CPT0012770003
Normal
0.1
CPT0065750003
Tumor
0.1
CPT0000790001
Normal
0.1
CPT0010120001
Normal
0.1
CPT0001270001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0088760003
Tumor
0.1
CPT0088550004
Tumor
0.1
CPT0009060003
Tumor
0.1
CPT0065810003
Tumor
0.1
CPT0001500009
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0020020001
Normal
0.1
CPT0077320001
Normal
0.1
CPT0077490003
Tumor
0.1
CPT0001550001
Normal
0.1
CPT0025350003
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0079430001
Normal
0.1
CPT0066470004
Tumor
0.1
CPT0025880003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0014450004
Tumor
0.0
CPT0000640003
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0012080003
Tumor
0.0
CPT0076350001
Normal
0.0
CPT0015910003
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0077110003
Tumor
0.0
CPT0078830003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0012090003
Normal
0.0
CPT0085670003
Tumor
0.0
CPT0009020003
Normal
0.0
CPT0081990003
Tumor
0.0
CPT0001260009
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0025230003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0015730003
Tumor
0.0
CPT0006730001
Normal
0.0
CPT0007320003
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0079180003
Tumor
0.0
CPT0082010001
Normal
0.0
CPT0000780007
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0088780001
Normal
0.0
CPT0010110003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0014130001
Normal
0.0
CPT0078840001
Normal
0.0
CPT0081600003
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0088480003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0079230003
Tumor
-0.1
CPT0066430001
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0079480003
Tumor
-0.1
CPT0088640003
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0001350001
Normal
-0.1
CPT0088690003
Tumor
-0.1
CPT0025060001
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0071150004
Tumor
-0.1
CPT0014370004
Tumor
-0.1
CPT0012640003
Normal
-0.1
CPT0000870016
Tumor
-0.1
CPT0086030003
Tumor
-0.1
CPT0001230001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0010160003
Tumor
-0.1
CPT0063330001
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0014470001
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0026410003
Tumor
-0.1
CPT0086370003
Normal
-0.1
CPT0078530001
Normal
-0.2
CPT0007470001
Normal
-0.2
CPT0089020003
Tumor
-0.2
CPT0023360001
Normal
-0.2
CPT0077140001
Normal
-0.2
CPT0088570001
Normal
-0.2
CPT0088900003
Tumor
-0.2
CPT0086970003
Normal
-0.2
CPT0088920001
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0088630003
Tumor
-0.2
CPT0010170001
Normal
-0.2
CPT0000890001
Normal
-0.2
CPT0086830003
Normal
-0.2
CPT0019990003
Tumor
-0.2
CPT0078670001
Normal
-0.2
CPT0063640001
Normal
-0.2
CPT0087050003
Normal
-0.2
CPT0064370003
Tumor
-0.2
CPT0087040003
Tumor
-0.2
CPT0086870003
Tumor
-0.2
CPT0001180009
Tumor
-0.2
CPT0019160001
Normal
-0.2
CPT0014350001
Normal
-0.3
CPT0025610001
Normal
-0.3
CPT0077310003
Tumor
-0.3
CPT0006440003
Tumor
-0.3
CPT0081620001
Normal
-0.3
CPT0019130003
Tumor
-0.3
CPT0078990003
Tumor
-0.3
CPT0006950001
Normal
-0.4
CPT0026420001
Normal
-0.4
CPT0079000001
Normal
-0.4
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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
