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.
NOPCHAP1 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
9.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
35.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
34.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
30.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
20.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
18.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
15.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
15.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
13.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
13.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
12.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
11.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
10.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
9.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
9.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
9.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
9.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
9.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
9.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
8.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
8.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
8.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
8.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
8.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
7.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
7.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
7.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
7.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
7.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
7.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
7.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
7.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
7.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
7.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
7.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
6.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
6.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
6.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
6.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
6.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
6.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
6.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
6.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
6.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
6.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
6.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
6.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
5.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
5.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
5.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
5.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
5.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
5.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
5.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
5.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
5.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
4.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
4.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
4.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
4.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
4.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
4.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
3.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
3.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 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.
NOPCHAP1 is validated prognostic, high expression is unfavorable 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
11.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
50.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
47.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
46.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
28.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
26.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
25.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
25.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
24.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
23.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
23.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
23.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
22.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
21.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
20.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
20.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
20.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
20.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
19.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
19.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
19.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
19.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
19.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
19.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
19.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
18.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
18.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
18.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
18.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
18.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
18.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
17.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
17.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
17.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
17.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
17.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
17.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
17.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
17.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
17.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
17.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
16.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
16.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
16.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
16.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
16.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
16.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
16.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
16.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
16.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
16.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
16.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
16.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
16.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
15.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
15.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
15.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
15.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
15.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
15.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
15.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
15.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
15.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
15.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
15.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
15.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
14.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
14.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
14.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
14.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
14.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
14.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
14.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
14.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
14.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
14.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
14.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
14.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
14.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
14.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
14.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
14.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
14.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
14.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
14.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
14.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
14.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
14.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
14.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
13.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
13.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
13.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
13.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
13.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
13.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
13.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
13.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
13.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
13.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
13.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
13.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
13.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
13.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
13.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
13.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
13.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
13.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
13.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
13.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
13.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
13.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
13.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
13.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
13.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
13.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
13.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
13.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
13.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
13.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
13.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
13.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
13.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
13.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
13.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
13.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
13.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
13.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
13.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
12.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
12.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
12.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
12.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
12.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
12.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
12.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
12.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
12.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
12.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
12.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
12.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
12.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
12.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
12.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
12.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
12.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
12.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
12.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
12.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
12.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
12.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
12.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
12.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
12.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
12.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
12.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
12.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
12.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
12.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
12.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
12.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
12.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
12.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
12.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
12.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
12.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
12.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
12.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
12.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
12.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
12.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
12.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
12.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
11.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
11.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
11.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
11.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
11.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
11.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
11.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
11.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
11.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
11.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
11.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
11.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
11.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
11.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
11.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
11.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
11.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
11.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
11.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
11.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
11.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
11.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
11.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
11.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
11.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
11.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
11.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
11.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
11.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
11.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
11.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
11.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
11.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
11.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
11.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
11.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
11.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
11.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
11.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
11.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
11.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
11.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
11.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
11.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
11.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
11.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
11.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
11.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
11.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
11.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
11.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
11.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
11.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
11.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
11.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
11.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
11.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
11.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
11.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
11.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
11.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
11.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
11.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
11.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
11.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
10.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
10.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
10.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
10.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
10.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
10.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
10.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
10.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
10.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
10.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
10.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
10.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
10.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
10.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
10.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
10.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
10.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
10.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
10.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
10.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
10.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
10.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
10.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
10.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
10.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
10.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
10.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
10.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
10.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
10.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
10.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
10.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
10.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
10.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
10.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
10.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
10.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
10.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
10.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
10.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
10.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
10.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
10.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
10.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
10.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
10.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
10.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
10.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
10.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
10.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
10.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
10.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
10.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
10.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
10.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
10.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
10.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
10.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
10.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
10.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
10.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
10.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
9.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
9.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
9.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
9.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
9.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
9.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
9.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
9.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
9.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
9.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
9.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
9.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
9.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
9.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
9.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
9.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
9.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
9.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
9.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
9.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
9.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
9.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
9.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
9.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
9.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
9.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
9.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
9.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
9.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
9.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
9.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
9.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
9.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
9.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
9.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
9.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
9.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
9.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
9.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
9.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
9.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
9.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
9.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
9.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
9.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
9.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
9.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
9.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
9.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
9.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
9.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
9.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
9.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
9.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
9.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
9.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
9.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
9.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
9.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
9.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
9.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
9.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
9.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
9.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
9.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
9.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
9.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
9.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
9.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
9.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
9.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
9.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
9.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
9.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
9.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
9.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
9.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
9.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
9.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
9.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
9.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
9.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
9.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
8.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
8.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
8.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
8.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
8.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
8.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
8.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
8.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
8.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
8.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
8.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
8.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
8.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
8.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
8.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
8.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
8.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
8.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
8.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
8.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
8.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
8.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
8.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
8.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
8.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
8.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
8.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
8.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
8.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
8.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
8.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
8.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
8.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
8.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
8.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
8.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
8.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
8.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
8.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
8.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
8.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
8.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
8.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
8.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
8.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
8.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
8.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
8.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
8.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
8.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
8.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
8.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
8.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
8.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
8.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
8.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
8.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
8.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
8.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
8.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
8.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
8.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
8.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
8.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
8.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
7.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
7.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
7.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
7.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
7.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
7.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
7.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
7.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
7.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
7.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
7.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
7.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
7.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
7.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
7.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
7.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
7.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
7.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
7.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
7.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
7.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
7.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
7.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
7.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
7.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
7.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
7.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
7.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
7.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
7.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
7.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
7.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
7.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
7.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
7.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
7.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
7.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
7.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
7.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
7.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
7.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
7.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
7.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
7.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
7.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
6.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
6.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
6.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
6.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
6.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
6.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
6.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
6.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
6.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
6.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
6.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
6.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
6.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
6.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
6.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
5.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
5.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
5.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
5.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
5.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
5.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
5.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
5.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
5.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
4.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
4.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 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.
NOPCHAP1 is validated prognostic, high expression is unfavorable 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
11.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
33.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
27.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
23.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
21.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
19.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
19.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
19.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
18.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
17.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
17.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
17.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
17.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
15.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
15.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
14.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
14.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
14.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
14.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
13.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
13.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
13.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
13.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
13.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
13.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
13.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
13.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
13.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
12.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
12.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
12.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
12.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
12.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
12.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
11.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
11.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
11.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
11.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
11.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
11.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
10.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
10.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
10.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
10.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
10.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
10.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
10.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
10.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
10.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
9.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
9.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
9.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
9.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
9.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
9.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
9.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
9.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
9.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
9.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
9.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
8.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
8.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
8.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
8.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
8.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
8.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
8.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
8.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
8.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
8.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
8.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
8.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
8.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
8.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
8.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
8.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
8.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
8.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
7.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
7.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
7.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
7.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
7.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
7.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
7.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
7.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
7.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
7.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
7.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
7.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
7.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
7.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
7.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
6.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
6.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
6.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
6.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
5.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
5.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
4.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
NOPCHAP1 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
14.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
76.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
60.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
53.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
52.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
51.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
42.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
39.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
38.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
38.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
38.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
36.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
35.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
32.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
32.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
29.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
29.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
29.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
28.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
28.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
28.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
28.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
27.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
27.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
27.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
27.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
26.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
26.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
26.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
26.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
25.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
25.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
25.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
25.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
24.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
24.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
23.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
23.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
23.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
23.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
23.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
21.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
21.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
21.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
21.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
20.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
20.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
20.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
20.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
20.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
19.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
19.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
19.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
19.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
19.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
19.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
18.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
18.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
18.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
18.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
18.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
17.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
17.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
17.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
17.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
17.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
16.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
16.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
16.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
16.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
16.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
16.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
16.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
16.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
15.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
15.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
15.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
15.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
15.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
15.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
15.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
14.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
14.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
14.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
14.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
14.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
14.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
14.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
14.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
14.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
14.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
14.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
14.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
14.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
14.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
14.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
13.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
13.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
13.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
13.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
13.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
13.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
13.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
13.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
13.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
13.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
13.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
13.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
13.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
12.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
12.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
12.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
12.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
12.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
12.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
12.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
12.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
12.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
12.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
12.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
12.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
12.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
12.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
12.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
12.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
12.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
12.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
12.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
12.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
12.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
12.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
12.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
12.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
12.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
12.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
11.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
11.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
11.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
11.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
11.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
11.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
11.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
11.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
11.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
11.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
11.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
11.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
11.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
11.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
11.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
11.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
11.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
11.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
10.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
10.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
10.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
10.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
10.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
10.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
10.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
10.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
10.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
10.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
10.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
10.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
10.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
10.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
10.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
10.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
10.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
10.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
10.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
10.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
10.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
10.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
9.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
9.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
9.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
9.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
9.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
9.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
9.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
9.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
9.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
9.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
9.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
9.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
9.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
9.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
9.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
9.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
9.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
9.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
9.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
9.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
9.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
9.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
9.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
9.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
8.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
8.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
8.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
8.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
8.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
8.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
8.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
8.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
8.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
8.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
8.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
8.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
8.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
8.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
8.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
8.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
8.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
8.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
8.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
8.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
8.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
8.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
8.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
8.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
7.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
7.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
7.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
7.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
7.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
7.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
7.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
7.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
7.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
7.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
7.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
7.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
7.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
7.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
7.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
7.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
7.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
7.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
7.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
6.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
6.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
6.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
6.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
6.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
6.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
6.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
6.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
6.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
6.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
6.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
6.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
6.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
6.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
6.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
6.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
5.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
5.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
5.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
5.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
5.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
5.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
4.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
4.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
4.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
4.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
4.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
4.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
4.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
4.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
4.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
4.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
4.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
4.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
3.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
3.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
3.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
1.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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
