We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
COMMD1 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
19.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
72.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
45.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
41.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
40.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
39.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
36.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
36.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
33.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
33.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
32.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
32.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
29.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
28.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
27.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
27.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
27.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
27.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
27.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
26.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
25.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
25.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
25.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
25.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
25.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
23.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
22.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
21.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
21.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
21.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
21.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
20.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
20.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
20.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
18.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
17.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
16.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
15.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
15.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
15.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
15.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
14.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
13.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
12.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
11.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
11.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
11.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
10.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
10.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
10.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
8.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
8.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
8.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
7.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
5.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
5.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
3.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 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.
COMMD1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
34.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
91.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
81.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
69.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
68.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
66.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
65.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
63.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
63.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
61.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
59.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
59.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
59.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
59.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
57.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
56.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
55.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
55.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
55.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
54.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
54.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
54.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
54.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
54.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
54.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
53.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
53.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
53.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
53.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
52.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
52.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
51.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
51.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
50.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
50.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
50.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
50.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
50.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
50.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
50.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
50.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
50.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
49.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
49.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
49.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
49.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
48.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
48.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
48.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
48.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
48.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
48.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
48.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
48.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
48.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
48.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
47.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
47.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
47.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
47.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
47.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
47.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
47.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
47.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
46.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
46.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
46.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
46.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
46.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
46.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
46.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
46.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
45.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
45.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
45.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
45.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
45.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
45.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
45.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
45.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
45.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
45.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
45.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
45.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
44.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
44.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
44.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
44.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
44.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
44.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
44.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
44.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
44.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
44.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
43.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
43.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
43.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
43.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
43.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
43.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
43.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
43.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
43.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
43.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
42.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
42.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
42.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
42.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
42.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
42.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
42.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
42.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
42.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
42.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
42.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
41.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
41.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
41.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
41.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
41.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
41.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
41.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
41.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
41.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
41.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
41.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
41.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
41.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
41.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
41.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
41.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
40.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
40.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
40.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
40.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
40.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
40.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
40.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
40.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
40.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
40.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
40.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
40.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
40.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
40.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
40.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
40.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
40.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
40.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
40.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
40.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
40.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
39.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
39.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
39.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
39.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
39.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
39.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
39.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
39.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
39.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
39.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
39.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
39.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
39.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
39.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
39.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
39.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
39.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
39.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
38.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
38.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
38.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
38.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
38.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
38.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
38.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
38.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
38.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
38.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
38.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
38.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
38.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
38.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
37.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
37.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
37.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
37.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
37.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
37.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
37.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
37.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
37.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
37.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
37.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
37.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
37.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
37.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
37.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
37.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
37.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
37.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
37.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
37.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
37.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
37.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
37.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
37.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
37.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
37.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
36.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
36.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
36.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
36.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
36.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
36.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
36.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
36.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
36.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
36.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
36.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
36.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
36.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
36.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
36.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
36.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
36.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
36.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
36.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
36.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
36.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
36.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
36.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
36.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
35.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
35.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
35.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
35.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
35.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
35.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
35.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
35.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
35.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
35.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
35.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
35.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
34.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
34.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
34.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
34.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
34.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
34.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
34.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
34.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
34.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
34.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
34.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
34.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
34.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
34.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
34.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
34.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
34.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
34.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
33.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
33.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
33.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
33.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
33.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
33.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
33.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
33.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
33.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
33.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
33.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
33.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
33.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
33.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
33.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
33.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
33.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
32.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
32.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
32.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
32.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
32.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
32.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
32.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
32.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
32.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
32.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
32.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
32.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
32.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
32.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
32.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
32.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
31.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
31.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
31.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
31.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
31.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
31.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
31.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
31.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
31.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
31.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
31.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
31.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
31.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
30.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
30.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
30.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
30.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
30.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
30.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
30.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
30.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
30.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
30.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
30.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
30.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
30.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
30.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
29.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
29.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
29.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
29.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
29.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
29.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
29.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
29.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
29.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
29.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
29.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
29.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
29.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
29.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
29.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
29.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
29.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
29.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
29.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
29.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
29.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
29.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
28.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
28.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
28.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
28.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
28.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
28.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
28.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
28.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
28.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
28.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
28.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
28.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
28.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
28.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
28.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
27.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
27.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
27.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
27.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
27.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
27.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
27.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
27.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
27.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
27.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
27.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
27.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
27.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
27.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
27.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
27.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
27.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
27.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
27.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
27.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
27.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
27.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
27.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
27.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
26.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
26.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
26.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
26.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
26.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
26.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
26.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
26.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
26.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
26.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
26.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
26.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
26.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
26.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
26.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
26.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
26.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
26.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
25.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
25.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
25.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
25.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
25.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
25.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
25.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
25.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
25.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
25.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
25.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
25.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
25.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
25.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
25.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
24.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
24.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
24.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
24.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
24.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
24.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
24.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
24.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
24.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
24.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
24.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
24.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
24.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
24.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
24.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
24.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
24.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
24.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
23.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
23.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
23.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
23.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
23.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
23.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
23.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
23.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
23.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
23.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
22.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
22.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
22.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
22.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
22.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
22.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
22.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
22.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
22.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
22.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
21.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
21.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
21.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
21.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
21.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
21.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
21.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
20.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
20.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
20.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
20.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
20.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
20.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
20.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
20.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
20.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
20.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
19.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
19.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
19.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
19.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
19.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
19.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
19.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
19.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
19.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
19.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
18.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
18.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
18.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
18.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
17.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
17.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
17.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
17.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
17.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
17.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
17.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
17.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
16.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
16.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
16.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
16.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
16.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
16.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
16.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
15.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
15.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
15.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
15.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
15.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
15.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
13.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
13.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
13.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
13.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
13.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
12.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
12.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
12.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
12.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
12.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
11.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
10.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
9.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 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.
COMMD1 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
28.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
54.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
50.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
43.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
43.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
42.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
41.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
40.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
39.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
39.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
38.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
37.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
37.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
37.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
37.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
37.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
36.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
36.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
35.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
35.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
35.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
34.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
34.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
34.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
33.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
33.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
33.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
33.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
33.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
32.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
32.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
32.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
32.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
32.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
31.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
31.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
30.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
30.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
30.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
30.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
30.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
29.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
29.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
29.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
29.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
29.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
29.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
29.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
29.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
28.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
28.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
28.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
28.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
27.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
27.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
27.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
27.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
27.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
26.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
26.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
25.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
25.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
25.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
24.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
24.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
24.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
24.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
24.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
23.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
23.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
23.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
23.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
23.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
22.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
22.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
22.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
22.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
21.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
21.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
21.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
21.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
21.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
21.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
20.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
20.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
20.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
20.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
19.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
18.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
18.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
18.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
17.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
17.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
16.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
16.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
15.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
14.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
13.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
11.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
11.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 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.
COMMD1 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
24.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
71.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
70.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
67.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
66.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
63.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
61.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
61.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
59.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
55.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
52.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
50.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
49.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
48.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
47.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
45.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
45.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
45.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
45.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
44.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
43.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
42.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
42.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
41.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
41.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
40.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
40.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
39.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
39.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
39.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
39.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
39.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
38.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
38.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
38.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
38.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
37.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
37.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
37.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
37.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
37.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
36.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
36.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
36.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
36.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
36.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
36.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
35.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
35.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
35.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
35.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
35.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
35.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
35.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
35.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
35.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
35.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
34.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
34.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
34.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
34.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
34.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
33.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
33.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
33.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
33.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
33.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
33.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
33.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
32.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
32.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
32.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
32.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
32.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
32.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
32.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
32.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
32.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
31.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
31.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
31.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
31.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
31.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
31.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
31.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
31.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
31.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
31.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
31.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
31.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
30.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
30.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
30.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
30.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
29.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
29.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
29.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
29.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
29.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
29.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
29.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
29.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
29.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
28.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
28.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
28.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
28.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
28.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
28.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
28.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
28.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
28.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
27.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
27.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
27.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
27.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
27.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
27.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
27.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
27.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
27.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
26.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
26.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
26.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
26.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
26.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
26.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
26.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
25.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
25.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
25.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
25.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
25.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
25.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
25.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
25.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
25.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
25.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
25.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
25.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
25.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
25.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
25.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
24.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
24.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
24.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
24.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
24.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
24.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
24.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
24.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
24.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
24.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
24.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
23.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
23.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
23.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
23.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
23.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
22.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
22.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
22.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
22.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
22.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
22.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
22.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
22.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
22.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
21.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
21.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
21.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
21.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
21.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
21.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
21.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
21.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
21.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
21.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
21.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
21.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
20.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
20.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
20.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
20.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
20.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
20.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
20.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
19.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
19.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
19.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
19.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
19.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
18.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
18.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
18.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
18.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
18.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
18.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
18.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
18.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
17.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
17.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
17.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
17.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
17.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
17.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
17.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
17.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
17.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
17.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
16.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
16.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
16.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
16.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
16.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
16.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
16.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
15.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
15.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
15.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
15.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
14.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
14.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
14.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
13.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
13.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
13.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
13.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
13.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
13.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
13.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
13.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
12.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
12.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
11.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
11.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
10.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
10.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
9.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
8.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
8.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
7.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
7.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
7.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
7.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
6.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
6.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
4.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
3.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
1.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0066430001
Normal
0.4
CPT0009080003
Normal
0.4
CPT0076350001
Normal
0.4
CPT0012900004
Tumor
0.4
CPT0026420001
Normal
0.4
CPT0010170001
Normal
0.3
CPT0079000001
Normal
0.3
CPT0002270011
Tumor
0.3
CPT0012090003
Normal
0.3
CPT0014470001
Normal
0.3
CPT0079430001
Normal
0.3
CPT0014160003
Tumor
0.3
CPT0006950001
Normal
0.3
CPT0025060001
Normal
0.3
CPT0078840001
Normal
0.3
CPT0088780001
Normal
0.3
CPT0021240003
Tumor
0.3
CPT0077140001
Normal
0.3
CPT0012770003
Normal
0.3
CPT0014350001
Normal
0.3
CPT0078800003
Tumor
0.3
CPT0001350001
Normal
0.3
CPT0012570003
Normal
0.3
CPT0018250001
Normal
0.3
CPT0024680001
Normal
0.2
CPT0000890001
Normal
0.2
CPT0092800003
Normal
0.2
CPT0065450001
Normal
0.2
CPT0064370003
Tumor
0.2
CPT0088920001
Normal
0.2
CPT0082010001
Normal
0.2
CPT0020020001
Normal
0.2
CPT0006730001
Normal
0.2
CPT0009060003
Tumor
0.2
CPT0023360001
Normal
0.2
CPT0007470001
Normal
0.2
CPT0063640001
Normal
0.2
CPT0092290003
Tumor
0.2
CPT0025610001
Normal
0.2
CPT0066520001
Normal
0.2
CPT0006530001
Normal
0.2
CPT0000790001
Normal
0.2
CPT0013790003
Normal
0.2
CPT0001270001
Normal
0.2
CPT0078830003
Tumor
0.2
CPT0011240003
Tumor
0.2
CPT0081620001
Normal
0.2
CPT0078530001
Normal
0.2
CPT0065930003
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0086950003
Tumor
0.2
CPT0023710001
Normal
0.2
CPT0078670001
Normal
0.2
CPT0088710001
Normal
0.2
CPT0012290003
Normal
0.2
CPT0001190001
Normal
0.2
CPT0020130001
Normal
0.2
CPT0012920003
Normal
0.2
CPT0017450001
Normal
0.2
CPT0092740003
Normal
0.1
CPT0086970003
Normal
0.1
CPT0086890003
Normal
0.1
CPT0088570001
Normal
0.1
CPT0065430003
Tumor
0.1
CPT0014130001
Normal
0.1
CPT0007870001
Normal
0.1
CPT0010120001
Normal
0.1
CPT0089040001
Normal
0.1
CPT0017410003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0086370003
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0069010001
Normal
0.1
CPT0087050003
Normal
0.1
CPT0023690003
Tumor
0.1
CPT0009020003
Normal
0.1
CPT0078940001
Normal
0.1
CPT0081990003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0025050003
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0077500001
Normal
0.1
CPT0092310003
Normal
0.1
CPT0066480003
Tumor
0.1
CPT0089480003
Normal
0.1
CPT0001550001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0078930003
Tumor
0.1
CPT0000660001
Normal
0.0
CPT0088550004
Tumor
0.0
CPT0006630003
Tumor
0.0
CPT0020120003
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0079180003
Tumor
0.0
CPT0009000003
Tumor
0.0
CPT0078660003
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0026410003
Tumor
0.0
CPT0015910003
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0011410003
Tumor
0.0
CPT0001220008
Tumor
0.0
CPT0025350003
Tumor
0.0
CPT0001230001
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0001540009
Tumor
0.0
CPT0078990003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0001260009
Tumor
0.0
CPT0025230003
Tumor
0.0
CPT0025290003
Tumor
0.0
CPT0025880003
Tumor
0.0
CPT0012370003
Tumor
0.0
CPT0012640003
Normal
-0.1
CPT0076330003
Tumor
-0.1
CPT0079380003
Tumor
-0.1
CPT0088970003
Tumor
-0.1
CPT0000780007
Tumor
-0.1
CPT0092160003
Tumor
-0.1
CPT0000870016
Tumor
-0.1
CPT0088480003
Tumor
-0.1
CPT0065870003
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0069000003
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0006440003
Tumor
-0.1
CPT0015810003
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0079510001
Normal
-0.1
CPT0077310003
Tumor
-0.1
CPT0010110003
Tumor
-0.1
CPT0015730003
Tumor
-0.1
CPT0075570001
Normal
-0.1
CPT0065810003
Tumor
-0.1
CPT0010160003
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0084590001
Normal
-0.1
CPT0025580004
Tumor
-0.1
CPT0012670003
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0000640003
Tumor
-0.1
CPT0081600003
Tumor
-0.1
CPT0086360003
Tumor
-0.2
CPT0086030003
Tumor
-0.2
CPT0012280003
Tumor
-0.2
CPT0092190003
Normal
-0.2
CPT0006900003
Tumor
-0.2
CPT0077110003
Tumor
-0.2
CPT0014370004
Tumor
-0.2
CPT0012080003
Tumor
-0.2
CPT0081880003
Tumor
-0.2
CPT0078510003
Tumor
-0.2
CPT0024670003
Tumor
-0.2
CPT0012550003
Tumor
-0.2
CPT0086870003
Tumor
-0.2
CPT0077490003
Tumor
-0.2
CPT0065690003
Tumor
-0.2
CPT0084560003
Tumor
-0.2
CPT0007860003
Tumor
-0.2
CPT0075720003
Tumor
-0.2
CPT0066470004
Tumor
-0.2
CPT0087040003
Tumor
-0.2
CPT0019990003
Tumor
-0.2
CPT0069160003
Tumor
-0.2
CPT0014450004
Tumor
-0.2
CPT0085670003
Tumor
-0.2
CPT0092730003
Tumor
-0.2
CPT0088900003
Tumor
-0.2
CPT0017850003
Tumor
-0.3
CPT0075560003
Tumor
-0.3
CPT0077320001
Normal
-0.3
CPT0079300001
Normal
-0.3
CPT0019130003
Tumor
-0.3
CPT0002350011
Tumor
-0.3
CPT0079410003
Tumor
-0.3
CPT0089020003
Tumor
-0.3
CPT0063630003
Tumor
-0.3
CPT0001180009
Tumor
-0.3
CPT0086820003
Tumor
-0.3
CPT0023350003
Tumor
-0.3
CPT0088690003
Tumor
-0.3
CPT0088630003
Tumor
-0.4
CPT0075130003
Tumor
-0.4
CPT0001340003
Tumor
-0.5
CPT0088760003
Tumor
-0.5
CPT0092790003
Tumor
-0.5
CPT0012180003
Tumor
-0.5
Show allShow less
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
