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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.
CUL3 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
23.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
70.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
66.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
52.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
49.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
47.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
46.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
41.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
38.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
36.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
35.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
31.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
31.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
31.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
30.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
29.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
28.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
28.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
28.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
27.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
26.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
26.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
25.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
25.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
25.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
24.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
24.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
23.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
23.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
22.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
22.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
21.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
20.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
20.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
19.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
19.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
19.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
19.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
18.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
18.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
18.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
18.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
16.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
15.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
15.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
15.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
14.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
14.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
14.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
13.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
13.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
13.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
12.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
12.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
12.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
12.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
12.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
11.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
11.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
10.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
9.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
9.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
9.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
7.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 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.
CUL3 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
32.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
74.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
71.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
70.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
69.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
66.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
64.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
63.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
63.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
63.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
61.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
60.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
59.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
59.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
58.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
57.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
57.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
56.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
55.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
54.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
54.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
54.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
54.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
54.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
54.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
54.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
53.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
52.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
52.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
52.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
52.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
52.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
51.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
51.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
51.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
50.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
50.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
50.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
50.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
50.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
49.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
49.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
49.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
49.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
49.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
49.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
49.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
48.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
48.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
47.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
47.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
47.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
47.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
46.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
46.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
46.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
46.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
46.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
46.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
46.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
45.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
45.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
45.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
45.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
45.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
45.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
45.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
45.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
45.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
45.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
45.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
44.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
44.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
44.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
44.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
44.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
44.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
44.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
44.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
44.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
44.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
44.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
44.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
44.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
44.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
44.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
44.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
44.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
43.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
43.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
43.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
43.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
43.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
43.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
43.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
43.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
43.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
43.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
43.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
42.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
42.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
42.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
42.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
42.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
42.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
42.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
42.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
42.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
42.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
42.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
42.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
42.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
42.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
42.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
42.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
42.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
41.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
41.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
41.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
41.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
41.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
41.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
41.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
41.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
41.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
41.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
41.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
41.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
40.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
40.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
40.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
40.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
40.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
40.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
40.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
40.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
40.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
40.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
40.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
40.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
40.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
39.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
39.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
39.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
39.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
39.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
39.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
39.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
39.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
39.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
39.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
39.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
39.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
39.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
39.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
38.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
38.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
38.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
38.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
38.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
38.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
38.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
38.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
38.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
38.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
38.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
38.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
38.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
37.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
37.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
37.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
37.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
37.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
37.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
37.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
37.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
36.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
36.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
36.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
36.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
36.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
36.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
36.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
36.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
36.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
36.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
36.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
36.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
35.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
35.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
35.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
35.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
35.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
35.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
35.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
35.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
35.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
35.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
35.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
35.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
35.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
35.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
35.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
35.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
35.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
35.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
35.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
35.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
35.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
35.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
35.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
35.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
35.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
35.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
35.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
35.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
34.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
34.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
34.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
34.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
34.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
34.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
34.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
34.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
34.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
34.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
34.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
34.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
34.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
34.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
34.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
34.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
34.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
33.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
33.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
33.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
33.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
33.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
33.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
33.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
33.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
33.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
33.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
33.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
33.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
33.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
33.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
33.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
33.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
33.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
32.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
32.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
32.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
32.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
32.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
32.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
32.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
32.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
32.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
32.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
32.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
32.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
32.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
32.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
31.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
31.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
31.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
31.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
31.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
31.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
31.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
31.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
31.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
31.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
31.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
31.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
31.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
31.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
31.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
31.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
31.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
31.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
31.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
31.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
31.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
31.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
30.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
30.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
30.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
30.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
30.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
30.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
30.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
30.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
30.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
30.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
30.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
30.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
30.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
30.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
30.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
30.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
30.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
30.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
29.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
29.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
29.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
29.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
29.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
29.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
29.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
29.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
29.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
29.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
29.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
29.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
29.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
29.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
29.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
29.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
28.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
28.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
28.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
28.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
28.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
28.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
28.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
28.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
28.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
28.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
28.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
28.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
28.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
28.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
28.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
27.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
27.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
27.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
27.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
27.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
27.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
27.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
27.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
27.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
27.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
27.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
27.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
27.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
27.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
26.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
26.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
26.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
26.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
26.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
26.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
26.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
26.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
26.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
26.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
26.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
26.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
26.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
25.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
25.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
25.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
25.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
25.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
25.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
25.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
25.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
25.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
25.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
25.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
25.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
25.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
24.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
24.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
24.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
24.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
24.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
24.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
24.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
24.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
24.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
24.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
24.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
24.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
24.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
23.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
23.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
23.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
23.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
23.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
23.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
23.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
23.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
23.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
23.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
23.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
23.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
23.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
22.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
22.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
22.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
22.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
22.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
22.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
22.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
22.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
22.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
22.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
22.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
21.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
21.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
21.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
21.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
21.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
21.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
21.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
21.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
21.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
20.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
20.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
20.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
20.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
20.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
20.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
20.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
20.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
19.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
19.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
19.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
19.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
19.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
19.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
19.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
19.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
19.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
19.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
19.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
19.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
19.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
18.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
18.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
18.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
18.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
18.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
18.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
18.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
18.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
18.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
18.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
17.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
17.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
17.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
17.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
17.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
17.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
17.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
17.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
17.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
17.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
16.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
16.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
16.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
16.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
16.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
16.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
16.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
16.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
16.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
15.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
15.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
15.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
15.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
15.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
15.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
15.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
15.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
15.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
15.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
14.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
14.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
14.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
14.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
13.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
13.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
13.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
13.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
13.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
13.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
13.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
13.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
12.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
12.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
12.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
12.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
12.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
12.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
12.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
11.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
11.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
11.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
10.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
10.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
10.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
8.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
7.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
7.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
6.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
6.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
6.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
6.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
5.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
5.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
4.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
4.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
4.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
3.7
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.
CUL3 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
35.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
131.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
61.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
61.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
61.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
58.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
58.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
57.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
51.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
50.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
49.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
48.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
48.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
47.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
47.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
46.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
46.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
46.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
46.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
45.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
45.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
44.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
44.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
43.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
43.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
43.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
43.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
42.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
42.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
42.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
42.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
42.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
42.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
41.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
41.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
41.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
40.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
40.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
40.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
39.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
39.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
38.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
37.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
37.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
37.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
36.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
36.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
36.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
35.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
34.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
34.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
34.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
33.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
33.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
33.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
32.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
32.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
32.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
32.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
32.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
32.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
32.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
30.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
30.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
30.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
30.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
29.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
29.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
28.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
28.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
27.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
27.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
26.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
26.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
25.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
25.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
25.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
25.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
25.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
24.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
24.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
24.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
24.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
23.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
23.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
23.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
23.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
22.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
21.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
21.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
21.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
21.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
19.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
19.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
18.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
17.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
15.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
13.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
13.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
10.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 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.
CUL3 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
30.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
103.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
101.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
93.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
70.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
68.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
67.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
66.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
66.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
65.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
65.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
64.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
64.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
63.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
62.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
60.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
58.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
58.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
57.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
56.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
56.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
56.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
56.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
55.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
55.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
54.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
53.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
52.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
50.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
50.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
50.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
49.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
48.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
47.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
47.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
47.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
46.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
46.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
45.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
45.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
45.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
44.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
44.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
44.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
44.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
43.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
43.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
43.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
43.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
43.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
43.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
43.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
43.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
43.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
42.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
42.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
42.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
42.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
42.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
41.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
41.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
41.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
41.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
40.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
40.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
40.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
40.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
40.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
40.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
39.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
39.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
39.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
39.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
39.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
39.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
39.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
38.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
38.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
38.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
38.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
38.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
38.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
37.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
37.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
37.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
37.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
37.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
37.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
37.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
37.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
37.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
37.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
36.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
36.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
36.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
36.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
36.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
36.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
36.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
36.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
35.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
35.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
35.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
34.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
34.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
34.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
34.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
34.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
33.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
33.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
33.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
33.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
33.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
33.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
33.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
33.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
32.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
32.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
32.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
32.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
32.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
32.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
32.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
32.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
32.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
32.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
31.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
31.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
31.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
31.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
31.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
31.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
31.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
31.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
30.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
30.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
30.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
30.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
30.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
30.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
30.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
30.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
29.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
29.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
29.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
29.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
29.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
28.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
28.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
28.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
28.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
27.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
27.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
27.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
27.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
27.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
27.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
27.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
27.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
27.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
27.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
27.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
26.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
26.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
26.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
26.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
26.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
26.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
26.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
26.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
25.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
25.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
25.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
25.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
25.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
25.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
25.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
25.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
24.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
24.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
24.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
24.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
24.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
23.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
22.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
22.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
22.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
22.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
22.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
22.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
22.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
22.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
21.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
21.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
20.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
20.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
20.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
20.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
20.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
20.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
20.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
20.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
20.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
20.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
20.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
19.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
19.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
19.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
19.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
19.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
19.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
19.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
18.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
18.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
18.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
18.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
18.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
18.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
18.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
18.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
17.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
17.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
17.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
17.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
17.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
16.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
16.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
15.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
15.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
15.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
15.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
15.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
14.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
14.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
13.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
13.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
13.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
12.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
12.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
12.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
12.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
12.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
12.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
12.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
12.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
11.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
11.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
11.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
11.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
11.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
11.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
10.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
10.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
10.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
10.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
9.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
9.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
9.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
8.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
8.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
8.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
8.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
8.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
8.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
7.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
7.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
6.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
6.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
5.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
4.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
4.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
3.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
3.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
3.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
3.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
2.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
1.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0021240003
Tumor
0.6
CPT0081880003
Tumor
0.6
CPT0088970003
Tumor
0.6
CPT0007860003
Tumor
0.5
CPT0092290003
Tumor
0.4
CPT0078510003
Tumor
0.4
CPT0012280003
Tumor
0.4
CPT0000640003
Tumor
0.4
CPT0015810003
Tumor
0.4
CPT0079410003
Tumor
0.4
CPT0015730003
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0019130003
Tumor
0.3
CPT0025290003
Tumor
0.3
CPT0086030003
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0023350003
Tumor
0.3
CPT0025880003
Tumor
0.2
CPT0012550003
Tumor
0.2
CPT0064370003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0084560003
Tumor
0.2
CPT0020120003
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0065450001
Normal
0.2
CPT0075570001
Normal
0.2
CPT0009080003
Normal
0.2
CPT0077110003
Tumor
0.2
CPT0012770003
Normal
0.2
CPT0066470004
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0000790001
Normal
0.2
CPT0092740003
Normal
0.2
CPT0075130003
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0001500009
Tumor
0.2
CPT0014450004
Tumor
0.1
CPT0078840001
Normal
0.1
CPT0065690003
Tumor
0.1
CPT0006440003
Tumor
0.1
CPT0012570003
Normal
0.1
CPT0077310003
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0019990003
Tumor
0.1
CPT0088920001
Normal
0.1
CPT0077500001
Normal
0.1
CPT0013790003
Normal
0.1
CPT0011240003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0079230003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0012640003
Normal
0.1
CPT0079180003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0010120001
Normal
0.1
CPT0088640003
Normal
0.1
CPT0079430001
Normal
0.1
CPT0088630003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0065870003
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0012670003
Tumor
0.1
CPT0086970003
Normal
0.1
CPT0065820001
Normal
0.1
CPT0086950003
Tumor
0.1
CPT0081620001
Normal
0.1
CPT0079480003
Tumor
0.1
CPT0026420001
Normal
0.1
CPT0009060003
Tumor
0.1
CPT0025920001
Normal
0.1
CPT0092800003
Normal
0.1
CPT0001350001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0023360001
Normal
0.1
CPT0077140001
Normal
0.1
CPT0066430001
Normal
0.1
CPT0065810003
Tumor
0.1
CPT0087050003
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0023710001
Normal
0.1
CPT0078940001
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0006950001
Normal
0.1
CPT0079380003
Tumor
0.1
CPT0001340003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0088780001
Normal
0.1
CPT0023690003
Tumor
0.1
CPT0012290003
Normal
0.1
CPT0009020003
Normal
0.1
CPT0024680001
Normal
0.1
CPT0069010001
Normal
0.1
CPT0026410003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0076350001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0063630003
Tumor
0.1
CPT0077320001
Normal
0.1
CPT0017450001
Normal
0.1
CPT0012090003
Normal
0.1
CPT0063640001
Normal
0.1
CPT0086370003
Normal
0.1
CPT0065750003
Tumor
0.1
CPT0088570001
Normal
0.1
CPT0078670001
Normal
0.1
CPT0092310003
Normal
0.1
CPT0012920003
Normal
0.1
CPT0088760003
Tumor
0.1
CPT0079510001
Normal
0.1
CPT0086360003
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0086830003
Normal
0.1
CPT0081990003
Tumor
0.1
CPT0009000003
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0088900003
Tumor
0.1
CPT0002270011
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0086870003
Tumor
0.1
CPT0020130001
Normal
0.1
CPT0079300001
Normal
0.1
CPT0089020003
Tumor
0.1
CPT0086890003
Normal
0.0
CPT0025060001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0082010001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0092190003
Normal
0.0
CPT0020020001
Normal
0.0
CPT0010170001
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0014350001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0069160003
Tumor
0.0
CPT0089480003
Normal
0.0
CPT0007870001
Normal
0.0
CPT0001540009
Tumor
0.0
CPT0001260009
Tumor
0.0
CPT0085670003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0006730001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0001270001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0017410003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0075560003
Tumor
0.0
CPT0012370003
Tumor
0.0
CPT0007320003
Tumor
0.0
CPT0025050003
Tumor
0.0
CPT0088480003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0075720003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0000780007
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0014370004
Tumor
0.0
CPT0077490003
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0024670003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0071150004
Tumor
0.0
CPT0011410003
Tumor
-0.1
CPT0092730003
Tumor
-0.1
CPT0012180003
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0015910003
Tumor
-0.1
CPT0078530001
Normal
-0.1
CPT0012900004
Tumor
-0.1
CPT0088550004
Tumor
-0.2
CPT0089460004
Tumor
-0.2
CPT0078660003
Tumor
-0.2
CPT0076330003
Tumor
-0.2
CPT0025230003
Tumor
-0.2
CPT0002350011
Tumor
-0.2
CPT0066480003
Tumor
-0.2
CPT0025580004
Tumor
-0.3
CPT0078800003
Tumor
-0.3
CPT0001180009
Tumor
-0.3
CPT0065430003
Tumor
-0.5
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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
