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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.
DBNDD2 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
15.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
49.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
46.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
39.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
38.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
38.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
32.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
32.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
31.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
30.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
28.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
25.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
25.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
23.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
21.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
21.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
21.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
21.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
19.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
18.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
18.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
17.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
17.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
16.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
16.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
16.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
14.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
13.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
13.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
13.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
13.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
13.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
12.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
12.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
11.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
11.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
10.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
10.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
9.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
9.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
9.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
8.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
8.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
8.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
8.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
7.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
7.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
7.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
7.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
6.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
6.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
5.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
5.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
5.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
5.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
5.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
5.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
5.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
5.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
4.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
4.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
4.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
3.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
2.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 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.
DBNDD2 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
42.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
166.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
148.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
124.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
115.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
108.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
103.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
101.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
100.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
99.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
98.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
98.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
96.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
94.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
92.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
90.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
90.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
88.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
84.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
79.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
76.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
75.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
74.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
73.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
72.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
71.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
71.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
71.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
71.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
71.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
71.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
71.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
70.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
70.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
70.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
69.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
69.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
68.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
68.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
68.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
68.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
67.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
67.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
67.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
66.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
66.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
66.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
66.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
66.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
65.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
65.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
65.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
64.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
64.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
64.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
64.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
64.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
64.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
64.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
63.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
62.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
62.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
62.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
62.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
62.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
62.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
61.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
61.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
61.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
61.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
61.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
61.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
61.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
59.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
59.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
59.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
58.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
58.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
58.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
58.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
58.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
57.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
57.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
57.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
57.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
57.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
57.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
57.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
57.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
56.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
56.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
56.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
56.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
56.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
56.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
56.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
56.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
56.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
55.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
54.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
54.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
54.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
54.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
54.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
54.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
54.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
54.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
54.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
54.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
53.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
53.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
53.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
53.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
53.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
53.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
53.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
53.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
53.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
52.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
52.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
52.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
52.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
52.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
52.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
52.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
52.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
51.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
51.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
51.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
51.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
51.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
51.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
51.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
51.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
51.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
51.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
51.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
51.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
51.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
51.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
50.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
50.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
50.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
50.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
50.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
50.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
49.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
49.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
49.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
49.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
49.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
49.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
49.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
49.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
48.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
48.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
48.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
48.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
48.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
48.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
48.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
48.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
48.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
48.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
48.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
48.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
48.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
48.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
47.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
47.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
47.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
47.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
47.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
47.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
47.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
46.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
46.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
46.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
46.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
46.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
46.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
46.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
46.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
46.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
46.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
46.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
46.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
45.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
45.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
45.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
45.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
45.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
45.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
45.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
45.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
45.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
45.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
45.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
45.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
45.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
44.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
44.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
44.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
44.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
44.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
44.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
44.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
44.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
44.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
44.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
43.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
43.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
43.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
43.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
43.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
43.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
43.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
43.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
43.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
43.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
43.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
43.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
43.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
43.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
42.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
42.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
42.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
42.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
42.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
42.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
42.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
42.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
42.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
42.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
41.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
41.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
41.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
41.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
41.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
41.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
41.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
41.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
41.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
41.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
41.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
41.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
41.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
41.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
41.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
41.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
41.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
40.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
40.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
40.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
40.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
40.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
40.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
40.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
40.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
40.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
40.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
40.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
40.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
40.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
40.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
40.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
40.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
39.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
39.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
39.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
39.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
39.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
39.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
39.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
39.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
39.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
39.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
39.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
38.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
38.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
38.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
38.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
38.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
38.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
38.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
38.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
38.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
38.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
38.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
38.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
38.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
38.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
38.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
38.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
38.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
38.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
38.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
37.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
37.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
37.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
37.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
37.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
37.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
37.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
37.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
37.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
37.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
37.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
36.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
36.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
36.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
36.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
36.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
36.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
36.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
36.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
36.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
36.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
36.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
36.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
36.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
36.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
35.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
35.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
35.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
35.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
35.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
35.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
35.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
35.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
35.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
35.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
35.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
35.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
35.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
35.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
34.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
34.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
34.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
34.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
34.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
34.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
34.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
34.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
34.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
34.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
33.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
33.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
33.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
33.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
33.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
33.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
33.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
33.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
33.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
33.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
33.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
33.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
32.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
32.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
32.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
32.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
32.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
32.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
32.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
32.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
32.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
32.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
32.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
32.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
32.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
32.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
32.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
32.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
31.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
31.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
31.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
31.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
31.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
31.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
31.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
31.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
31.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
31.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
31.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
31.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
31.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
31.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
30.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
30.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
30.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
30.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
30.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
30.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
30.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
30.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
30.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
30.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
29.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
29.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
29.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
29.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
29.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
29.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
29.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
29.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
29.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
29.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
29.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
29.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
28.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
28.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
28.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
28.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
28.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
28.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
28.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
28.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
28.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
28.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
28.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
28.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
28.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
28.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
28.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
28.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
27.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
27.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
27.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
27.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
27.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
27.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
27.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
27.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
27.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
27.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
26.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
26.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
26.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
26.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
26.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
26.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
26.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
26.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
26.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
26.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
26.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
25.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
25.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
25.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
25.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
25.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
25.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
25.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
25.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
25.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
25.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
24.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
24.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
24.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
24.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
24.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
24.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
23.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
23.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
23.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
23.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
23.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
23.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
23.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
23.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
22.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
22.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
22.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
22.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
22.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
21.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
21.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
21.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
21.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
21.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
21.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
21.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
21.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
21.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
20.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
20.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
20.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
20.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
20.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
20.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
20.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
19.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
19.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
18.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
18.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
18.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
18.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
18.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
18.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
17.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
16.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
16.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
15.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
14.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
14.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
13.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
13.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
13.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
12.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
12.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
11.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
10.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
9.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
8.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
7.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
6.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
6.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
6.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
6.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
5.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 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.
DBNDD2 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
43.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
126.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
85.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
82.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
80.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
75.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
73.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
73.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
72.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
71.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
69.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
67.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
65.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
65.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
63.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
61.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
60.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
59.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
57.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
57.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
57.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
56.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
55.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
54.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
54.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
53.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
52.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
50.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
50.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
50.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
49.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
49.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
48.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
48.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
48.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
48.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
47.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
46.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
46.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
46.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
46.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
44.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
44.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
44.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
44.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
43.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
42.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
41.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
41.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
40.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
39.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
39.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
39.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
39.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
38.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
38.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
38.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
38.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
37.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
37.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
37.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
36.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
36.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
36.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
35.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
35.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
34.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
34.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
34.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
34.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
34.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
33.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
33.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
33.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
33.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
33.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
31.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
31.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
30.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
29.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
28.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
28.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
27.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
26.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
26.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
25.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
25.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
24.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
24.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
23.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
23.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
22.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
21.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
21.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
20.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
19.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
18.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
18.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
18.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
15.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
DBNDD2 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
54.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
375.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
211.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
198.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
194.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
171.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
168.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
166.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
154.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
147.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
147.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
142.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
138.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
136.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
135.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
133.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
131.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
131.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
128.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
126.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
126.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
124.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
114.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
113.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
112.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
112.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
110.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
108.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
107.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
105.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
105.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
102.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
97.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
97.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
96.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
95.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
93.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
93.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
87.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
87.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
86.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
86.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
86.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
86.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
85.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
84.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
82.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
81.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
78.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
78.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
78.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
77.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
75.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
73.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
73.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
72.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
72.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
71.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
71.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
70.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
69.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
69.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
68.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
67.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
66.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
66.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
66.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
66.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
66.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
65.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
65.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
64.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
64.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
63.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
63.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
63.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
63.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
63.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
62.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
62.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
62.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
61.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
61.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
61.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
61.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
61.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
60.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
60.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
59.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
59.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
59.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
59.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
59.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
59.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
59.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
58.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
58.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
58.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
58.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
57.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
57.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
57.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
56.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
56.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
56.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
56.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
56.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
56.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
55.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
54.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
54.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
54.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
54.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
53.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
53.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
52.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
52.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
51.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
51.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
51.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
51.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
51.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
50.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
50.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
50.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
50.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
49.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
49.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
49.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
48.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
48.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
48.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
48.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
48.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
47.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
47.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
46.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
46.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
46.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
46.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
45.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
45.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
45.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
45.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
45.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
44.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
44.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
44.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
44.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
44.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
44.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
43.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
43.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
43.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
43.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
42.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
42.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
42.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
42.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
42.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
41.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
41.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
41.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
40.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
40.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
39.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
39.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
39.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
39.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
39.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
38.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
38.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
37.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
37.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
37.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
37.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
37.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
36.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
36.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
36.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
36.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
36.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
35.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
35.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
35.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
34.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
34.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
34.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
34.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
33.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
33.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
32.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
32.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
32.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
32.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
31.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
31.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
31.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
31.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
30.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
30.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
30.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
30.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
30.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
30.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
30.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
30.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
29.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
29.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
29.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
29.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
29.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
28.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
28.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
28.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
27.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
27.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
27.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
27.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
27.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
26.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
25.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
25.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
25.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
25.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
25.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
25.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
24.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
24.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
23.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
23.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
23.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
23.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
23.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
22.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
22.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
21.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
21.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
20.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
20.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
20.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
20.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
19.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
19.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
19.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
18.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
18.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
17.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
17.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
17.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
17.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
17.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
17.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
16.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
16.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
16.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
16.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
16.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
16.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
16.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
16.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
14.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
14.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
14.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
13.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
13.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
13.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
13.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
12.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
11.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
11.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
11.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
11.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
11.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
9.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
8.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
8.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
8.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
8.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
5.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
3.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
