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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.
UBA2 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
50.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
177.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
103.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
95.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
92.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
92.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
91.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
89.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
89.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
83.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
79.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
77.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
73.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
70.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
68.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
67.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
67.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
67.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
61.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
60.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
60.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
57.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
56.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
54.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
54.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
50.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
49.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
46.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
46.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
42.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
41.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
41.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
40.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
39.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
38.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
38.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
37.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
36.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
36.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
36.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
35.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
33.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
32.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
32.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
32.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
31.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
30.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
30.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
29.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
29.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
28.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
28.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
28.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
27.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
26.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
26.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
25.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
25.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
25.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
24.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
24.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
23.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
23.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
18.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 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.
UBA2 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
50.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
113.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
112.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
104.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
103.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
99.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
91.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
89.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
88.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
87.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
85.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
85.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
84.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
84.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
83.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
82.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
81.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
81.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
81.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
79.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
79.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
78.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
78.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
78.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
78.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
77.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
77.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
77.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
75.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
74.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
73.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
73.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
73.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
73.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
73.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
73.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
72.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
72.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
72.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
72.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
72.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
71.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
71.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
71.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
71.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
71.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
70.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
70.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
70.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
70.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
70.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
70.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
69.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
69.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
69.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
69.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
67.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
67.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
67.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
67.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
67.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
67.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
67.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
67.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
67.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
67.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
67.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
66.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
66.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
66.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
66.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
66.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
66.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
66.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
65.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
65.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
65.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
65.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
65.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
65.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
65.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
65.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
65.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
65.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
64.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
64.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
64.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
64.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
64.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
64.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
64.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
64.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
64.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
64.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
64.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
64.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
64.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
64.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
63.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
63.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
63.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
63.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
63.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
63.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
63.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
63.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
62.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
62.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
62.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
62.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
61.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
61.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
61.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
61.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
61.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
61.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
61.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
61.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
61.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
60.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
60.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
60.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
60.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
60.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
60.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
60.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
59.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
59.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
59.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
59.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
59.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
59.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
59.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
59.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
59.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
59.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
59.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
59.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
59.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
58.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
58.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
58.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
58.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
58.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
58.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
58.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
58.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
57.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
57.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
57.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
57.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
57.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
57.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
57.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
57.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
57.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
57.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
57.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
57.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
57.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
57.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
57.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
56.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
56.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
56.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
56.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
56.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
56.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
56.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
56.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
56.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
56.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
56.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
56.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
56.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
56.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
56.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
56.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
56.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
55.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
55.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
55.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
55.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
55.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
55.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
55.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
55.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
55.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
55.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
55.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
55.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
55.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
55.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
54.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
54.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
54.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
54.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
54.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
54.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
54.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
54.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
54.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
54.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
54.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
54.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
54.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
54.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
54.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
54.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
53.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
53.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
53.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
53.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
53.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
53.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
53.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
53.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
53.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
53.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
53.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
53.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
53.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
53.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
53.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
53.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
53.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
52.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
52.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
52.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
52.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
52.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
52.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
52.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
52.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
52.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
52.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
52.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
52.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
51.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
51.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
51.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
51.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
51.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
51.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
51.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
51.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
51.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
51.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
51.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
51.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
51.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
51.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
51.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
51.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
51.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
51.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
51.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
50.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
50.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
50.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
50.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
50.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
50.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
50.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
50.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
50.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
50.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
50.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
50.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
49.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
49.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
49.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
49.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
49.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
49.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
49.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
49.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
49.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
49.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
49.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
48.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
48.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
48.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
48.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
48.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
48.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
48.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
48.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
48.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
48.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
48.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
48.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
48.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
48.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
48.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
48.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
47.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
47.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
47.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
47.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
47.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
47.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
47.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
47.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
47.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
47.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
47.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
47.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
47.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
47.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
47.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
46.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
46.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
46.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
46.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
46.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
46.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
46.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
46.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
46.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
46.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
46.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
45.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
45.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
45.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
45.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
45.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
45.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
45.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
45.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
45.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
45.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
45.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
45.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
45.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
45.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
45.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
45.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
45.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
44.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
44.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
44.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
44.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
44.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
44.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
43.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
43.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
43.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
43.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
43.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
43.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
43.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
43.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
43.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
43.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
43.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
43.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
43.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
42.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
42.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
42.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
42.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
42.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
42.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
42.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
42.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
42.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
42.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
42.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
42.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
41.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
41.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
41.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
41.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
41.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
41.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
40.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
40.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
40.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
40.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
40.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
40.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
40.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
40.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
40.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
40.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
40.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
40.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
39.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
39.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
39.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
39.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
39.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
39.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
39.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
38.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
38.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
38.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
38.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
38.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
38.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
38.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
38.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
38.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
38.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
38.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
38.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
38.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
37.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
37.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
37.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
37.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
37.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
37.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
37.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
37.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
37.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
36.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
36.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
36.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
36.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
36.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
36.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
36.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
36.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
36.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
35.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
35.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
35.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
35.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
35.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
35.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
35.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
35.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
35.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
34.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
34.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
34.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
34.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
34.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
34.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
34.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
33.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
33.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
33.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
33.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
32.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
32.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
32.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
32.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
32.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
32.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
32.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
31.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
31.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
31.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
30.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
30.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
30.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
30.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
30.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
30.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
30.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
30.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
30.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
30.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
29.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
29.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
29.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
28.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
28.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
28.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
28.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
28.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
28.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
27.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
27.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
27.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
27.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
27.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
27.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
27.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
25.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
25.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
25.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
25.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
25.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
25.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
25.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
24.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
24.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
23.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
23.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
23.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
23.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
23.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
22.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
22.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
22.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
21.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
21.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
20.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
20.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
20.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
20.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
20.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
19.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
18.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
18.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
16.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
16.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
15.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
14.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
13.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
13.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
13.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
12.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
10.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
10.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
10.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
10.1
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.
UBA2 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
48.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
273.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
83.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
80.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
75.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
75.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
74.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
72.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
71.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
66.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
65.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
64.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
62.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
62.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
62.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
61.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
61.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
59.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
58.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
58.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
57.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
57.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
55.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
55.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
54.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
54.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
53.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
53.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
53.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
53.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
52.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
51.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
51.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
51.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
51.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
50.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
50.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
50.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
50.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
49.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
49.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
48.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
48.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
48.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
47.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
47.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
47.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
46.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
46.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
45.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
45.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
45.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
45.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
44.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
44.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
44.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
44.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
43.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
43.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
42.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
42.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
42.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
42.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
41.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
41.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
40.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
40.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
40.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
40.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
39.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
39.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
39.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
39.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
38.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
38.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
38.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
37.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
37.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
37.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
37.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
35.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
35.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
35.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
35.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
34.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
33.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
33.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
33.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
31.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
31.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
30.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
29.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
28.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
27.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
27.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
25.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
25.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
24.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
23.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
22.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UBA2 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
39.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
158.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
124.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
115.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
114.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
101.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
99.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
95.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
88.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
88.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
88.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
85.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
84.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
83.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
83.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
81.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
81.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
80.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
80.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
79.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
75.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
73.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
71.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
70.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
69.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
69.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
69.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
69.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
69.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
66.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
66.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
66.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
65.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
65.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
64.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
63.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
62.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
62.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
62.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
62.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
60.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
60.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
60.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
60.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
59.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
59.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
59.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
59.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
59.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
59.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
58.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
58.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
57.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
57.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
56.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
56.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
55.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
55.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
55.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
54.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
53.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
53.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
52.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
52.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
52.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
51.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
51.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
51.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
50.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
50.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
50.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
50.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
50.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
49.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
49.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
48.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
48.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
48.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
48.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
48.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
47.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
47.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
46.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
46.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
45.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
45.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
45.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
45.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
44.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
44.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
44.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
43.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
43.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
43.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
43.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
43.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
43.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
42.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
42.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
42.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
42.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
42.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
42.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
42.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
41.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
41.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
41.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
41.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
41.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
41.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
41.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
40.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
40.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
40.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
40.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
40.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
40.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
40.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
40.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
39.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
38.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
38.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
38.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
38.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
38.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
38.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
37.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
37.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
37.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
36.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
36.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
36.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
36.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
35.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
35.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
35.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
35.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
35.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
35.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
35.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
35.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
35.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
34.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
34.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
34.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
34.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
34.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
33.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
33.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
33.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
32.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
32.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
32.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
32.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
32.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
32.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
31.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
31.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
31.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
31.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
31.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
31.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
31.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
31.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
31.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
31.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
31.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
30.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
30.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
30.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
30.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
30.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
30.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
30.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
30.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
30.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
29.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
29.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
29.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
29.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
29.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
29.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
29.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
29.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
29.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
28.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
28.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
28.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
28.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
28.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
28.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
28.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
28.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
27.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
27.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
27.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
27.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
27.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
27.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
27.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
27.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
27.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
26.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
26.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
26.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
26.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
25.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
25.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
25.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
25.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
25.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
25.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
24.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
24.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
24.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
24.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
24.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
24.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
24.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
23.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
23.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
23.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
23.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
23.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
23.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
22.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
22.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
22.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
22.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
22.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
22.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
22.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
21.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
21.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
20.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
20.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
20.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
20.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
20.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
20.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
20.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
20.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
19.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
19.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
18.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
18.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
18.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
18.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
18.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
17.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
16.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
16.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
16.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
16.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
15.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
15.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
15.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
15.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
15.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
15.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
15.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
14.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
14.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
14.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
13.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
12.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
12.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
11.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
11.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
11.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
11.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
10.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
10.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
10.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
9.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
9.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
8.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
8.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
8.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
7.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
7.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
6.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012080003
Tumor
0.7
CPT0001340003
Tumor
0.6
CPT0012180003
Tumor
0.6
CPT0086870003
Tumor
0.6
CPT0088630003
Tumor
0.5
CPT0077110003
Tumor
0.5
CPT0017410003
Tumor
0.5
CPT0014450004
Tumor
0.5
CPT0017850003
Tumor
0.5
CPT0026410003
Tumor
0.4
CPT0079180003
Tumor
0.4
CPT0069160003
Tumor
0.4
CPT0012640003
Normal
0.4
CPT0011240003
Tumor
0.4
CPT0078990003
Tumor
0.3
CPT0001180009
Tumor
0.3
CPT0081600003
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0081990003
Tumor
0.3
CPT0075720003
Tumor
0.3
CPT0001260009
Tumor
0.3
CPT0066470004
Tumor
0.3
CPT0088760003
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0024670003
Tumor
0.3
CPT0012670003
Tumor
0.3
CPT0065690003
Tumor
0.3
CPT0078510003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0071150004
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0069190001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0075560003
Tumor
0.2
CPT0023690003
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0075130003
Tumor
0.2
CPT0012290003
Normal
0.2
CPT0025580004
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0021240003
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0025230003
Tumor
0.2
CPT0014470001
Normal
0.2
CPT0088970003
Tumor
0.2
CPT0012920003
Normal
0.2
CPT0084560003
Tumor
0.2
CPT0079300001
Normal
0.2
CPT0009060003
Tumor
0.2
CPT0079270003
Tumor
0.2
CPT0000660001
Normal
0.2
CPT0018250001
Normal
0.2
CPT0024680001
Normal
0.2
CPT0085670003
Tumor
0.2
CPT0065810003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0015730003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0006440003
Tumor
0.1
CPT0088570001
Normal
0.1
CPT0006630003
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0088480003
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0086360003
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0092290003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0009020003
Normal
0.1
CPT0086830003
Normal
0.1
CPT0012090003
Normal
0.1
CPT0001540009
Tumor
0.1
CPT0077490003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0000640003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0001270001
Normal
0.1
CPT0078940001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0078670001
Normal
0.1
CPT0012280003
Tumor
0.1
CPT0014130001
Normal
0.1
CPT0007860003
Tumor
0.1
CPT0025920001
Normal
0.0
CPT0078930003
Tumor
0.0
CPT0012900004
Tumor
0.0
CPT0006900003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0082010001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0088500001
Normal
0.0
CPT0010170001
Normal
0.0
CPT0078660003
Tumor
0.0
CPT0020120003
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0086950003
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0065870003
Tumor
0.0
CPT0069000003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0010120001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0025610001
Normal
0.0
CPT0025110003
Tumor
0.0
CPT0079000001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0086970003
Normal
0.0
CPT0063330001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0081880003
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0007870001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0000780007
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0088550004
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0076350001
Normal
0.0
CPT0077140001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0092310003
Normal
0.0
CPT0009000003
Tumor
0.0
CPT0011410003
Tumor
0.0
CPT0079480003
Tumor
0.0
CPT0063630003
Tumor
-0.1
CPT0013790003
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0025880003
Tumor
-0.1
CPT0089480003
Normal
-0.1
CPT0079410003
Tumor
-0.1
CPT0079380003
Tumor
-0.1
CPT0078830003
Tumor
-0.1
CPT0006730001
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0087040003
Tumor
-0.1
CPT0065450001
Normal
-0.1
CPT0001500009
Tumor
-0.1
CPT0023350003
Tumor
-0.1
CPT0020020001
Normal
-0.1
CPT0078800003
Tumor
-0.1
CPT0077500001
Normal
-0.1
CPT0026420001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0065430003
Tumor
-0.1
CPT0086370003
Normal
-0.1
CPT0089460004
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0078840001
Normal
-0.1
CPT0025050003
Tumor
-0.1
CPT0066430001
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0019990003
Tumor
-0.1
CPT0001350001
Normal
-0.1
CPT0076330003
Tumor
-0.1
CPT0079510001
Normal
-0.1
CPT0063320003
Tumor
-0.1
CPT0092800003
Normal
-0.2
CPT0015810003
Tumor
-0.2
CPT0002350011
Tumor
-0.2
CPT0012550003
Tumor
-0.2
CPT0087050003
Normal
-0.2
CPT0007320003
Tumor
-0.2
CPT0020130001
Normal
-0.2
CPT0002270011
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0078530001
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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
