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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PTRH1 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
22.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
51.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
45.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
42.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
42.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
40.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
37.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
37.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
34.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
34.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
34.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
33.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
33.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
32.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
29.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
28.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
28.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
28.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
27.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
27.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
27.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
26.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
26.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
25.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
25.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
23.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
21.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
20.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
20.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
20.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
20.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
20.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
19.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
19.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
19.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
19.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
18.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
18.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
17.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
17.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
17.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
17.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
16.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
16.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
16.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
16.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
16.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
15.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
15.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
15.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
15.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
15.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
14.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
14.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
12.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
11.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
11.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
11.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
11.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
10.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
10.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
9.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
9.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
7.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 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.
PTRH1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
60.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
37.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
33.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
30.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
27.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
26.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
24.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
23.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
20.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
20.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
20.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
20.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
20.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
19.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
18.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
18.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
18.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
17.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
17.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
17.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
17.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
16.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
16.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
16.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
15.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
15.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
15.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
15.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
15.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
14.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
14.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
14.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
14.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
14.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
14.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
14.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
14.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
14.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
13.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
13.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
13.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
13.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
13.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
13.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
13.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
13.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
13.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
13.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
13.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
13.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
13.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
12.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
12.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
12.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
12.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
12.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
12.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
12.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
12.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
12.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
12.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
12.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
12.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
12.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
12.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
12.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
12.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
12.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
12.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
11.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
11.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
11.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
11.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
11.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
11.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
11.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
11.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
11.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
11.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
11.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
11.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
11.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
11.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
11.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
11.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
11.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
11.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
11.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
11.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
11.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
11.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
11.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
10.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
10.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
10.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
10.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
10.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
10.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
10.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
10.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
10.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
10.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
10.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
10.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
10.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
10.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
10.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
10.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
10.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
10.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
10.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
10.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
10.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
10.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
10.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
10.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
10.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
10.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
10.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
10.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
10.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
10.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
10.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
10.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
10.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
10.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
10.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
9.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
9.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
9.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
9.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
9.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
9.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
9.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
9.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
9.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
9.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
9.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
9.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
9.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
9.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
9.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
9.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
9.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
9.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
9.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
9.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
9.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
9.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
9.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
9.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
9.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
9.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
9.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
9.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
9.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
9.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
9.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
9.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
9.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
9.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
9.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
9.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
9.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
9.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
9.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
9.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
9.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
9.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
9.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
9.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
9.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
9.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
8.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
8.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
8.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
8.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
8.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
8.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
8.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
8.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
8.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
8.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
8.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
8.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
8.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
8.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
8.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
8.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
8.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
8.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
8.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
8.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
8.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
8.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
8.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
8.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
8.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
8.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
8.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
8.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
8.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
8.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
8.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
8.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
8.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
8.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
8.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
8.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
8.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
8.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
8.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
8.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
8.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
8.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
8.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
8.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
8.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
8.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
8.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
8.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
8.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
8.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
8.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
8.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
8.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
8.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
8.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
8.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
8.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
8.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
8.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
8.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
8.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
8.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
8.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
8.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
8.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
8.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
8.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
8.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
8.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
8.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
8.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
8.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
8.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
8.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
8.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
8.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
8.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
7.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
7.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
7.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
7.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
7.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
7.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
7.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
7.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
7.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
7.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
7.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
7.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
7.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
7.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
7.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
7.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
7.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
7.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
7.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
7.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
7.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
7.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
7.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
7.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
7.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
7.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
7.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
7.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
7.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
7.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
7.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
7.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
7.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
7.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
7.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
7.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
7.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
7.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
7.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
7.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
7.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
7.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
7.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
7.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
7.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
7.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
7.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
7.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
7.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
7.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
7.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
7.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
7.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
7.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
7.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
7.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
7.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
7.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
7.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
7.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
7.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
7.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
7.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
7.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
7.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
7.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
7.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
7.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
7.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
7.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
7.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
7.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
7.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
7.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
7.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
7.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
7.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
7.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
7.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
7.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
7.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
7.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
7.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
7.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
7.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
7.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
7.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
7.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
7.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
7.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
7.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
7.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
6.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
6.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
6.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
6.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
6.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
6.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
6.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
6.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
6.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
6.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
6.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
6.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
6.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
6.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
6.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
6.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
6.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
6.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
6.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
6.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
6.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
6.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
6.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
6.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
6.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
6.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
6.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
6.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
6.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
6.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
6.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
6.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
6.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
6.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
6.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
6.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
6.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
6.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
6.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
6.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
6.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
6.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
6.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
6.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
6.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
6.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
6.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
6.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
6.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
6.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
6.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
6.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
6.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
6.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
6.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
6.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
6.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
6.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
6.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
6.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
6.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
6.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
6.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
6.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
6.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
6.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
6.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
6.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
6.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
6.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
6.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
5.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
5.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
5.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
5.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
5.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
5.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
5.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
5.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
5.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
5.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
5.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
5.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
5.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
5.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
5.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
5.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
5.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
5.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
5.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
5.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
5.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
5.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
5.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
5.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
5.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
5.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
5.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
5.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
5.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
5.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
5.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
5.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
5.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
5.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
5.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
5.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
5.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
5.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
5.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
5.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
5.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
5.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
5.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
5.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
5.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
5.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
5.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
5.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
5.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
5.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
4.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
4.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
4.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
4.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
4.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
4.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
4.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
4.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
4.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
4.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
4.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
4.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
4.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
4.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
4.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
4.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
4.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
4.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
4.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
4.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
4.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
4.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
4.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
4.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
4.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
4.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
4.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
4.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
4.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
4.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
4.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
4.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
4.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
4.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
4.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
4.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
4.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
4.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
4.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
4.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
3.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
3.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
3.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
3.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
3.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
3.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
3.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
3.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
3.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
2.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
2.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
0.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
PTRH1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
25.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
24.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
22.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
22.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
20.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
19.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
19.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
18.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
18.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
18.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
16.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
16.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
16.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
16.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
16.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
16.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
15.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
15.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
15.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
15.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
15.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
15.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
14.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
14.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
14.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
14.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
14.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
13.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
13.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
13.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
13.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
13.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
13.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
13.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
12.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
12.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
12.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
12.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
12.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
12.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
12.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
12.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
12.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
11.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
11.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
11.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
11.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
11.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
11.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
11.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
11.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
10.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
10.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
10.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
10.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
10.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
10.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
10.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
10.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
10.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
10.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
10.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
10.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
10.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
9.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
9.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
9.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
9.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
9.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
9.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
9.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
9.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
9.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
9.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
9.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
9.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
9.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
9.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
9.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
8.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
8.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
8.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
7.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
7.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
7.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
7.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
7.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
7.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
6.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
6.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
6.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
6.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
5.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
5.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
5.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
4.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
3.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
3.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
2.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 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.
PTRH1 is potential prognostic, high expression is favorable 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
22.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
77.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
76.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
74.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
73.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
66.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
61.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
61.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
55.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
51.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
50.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
50.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
48.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
47.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
47.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
46.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
46.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
44.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
44.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
44.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
43.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
43.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
43.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
43.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
42.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
42.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
41.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
41.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
40.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
40.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
39.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
39.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
39.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
38.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
37.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
36.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
36.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
36.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
35.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
35.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
35.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
35.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
34.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
34.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
33.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
33.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
32.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
32.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
32.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
32.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
32.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
31.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
30.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
30.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
30.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
29.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
29.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
28.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
28.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
28.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
28.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
28.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
28.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
28.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
28.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
28.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
28.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
27.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
27.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
27.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
27.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
27.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
27.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
27.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
26.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
26.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
26.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
25.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
25.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
25.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
25.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
25.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
25.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
25.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
25.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
24.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
24.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
24.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
24.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
24.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
24.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
23.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
23.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
23.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
23.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
23.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
23.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
22.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
22.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
22.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
22.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
22.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
22.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
21.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
21.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
21.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
21.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
21.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
21.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
21.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
21.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
21.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
21.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
21.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
21.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
21.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
21.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
21.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
21.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
20.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
20.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
20.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
20.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
20.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
20.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
20.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
20.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
20.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
20.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
19.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
19.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
19.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
19.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
19.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
19.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
19.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
19.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
19.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
19.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
19.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
19.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
19.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
19.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
18.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
18.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
18.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
18.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
18.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
18.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
18.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
18.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
18.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
18.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
18.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
18.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
18.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
18.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
18.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
18.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
17.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
17.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
17.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
17.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
17.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
17.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
17.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
17.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
17.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
17.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
17.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
17.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
17.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
17.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
17.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
17.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
16.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
16.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
16.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
16.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
16.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
16.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
16.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
16.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
16.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
16.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
16.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
16.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
16.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
16.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
16.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
16.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
15.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
15.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
15.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
15.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
15.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
15.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
15.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
15.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
15.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
15.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
15.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
15.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
15.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
15.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
15.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
15.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
14.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
14.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
14.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
14.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
14.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
14.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
14.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
14.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
14.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
14.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
14.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
13.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
13.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
13.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
13.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
13.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
13.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
13.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
13.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
13.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
13.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
13.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
13.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
13.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
12.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
12.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
12.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
12.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
12.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
12.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
12.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
12.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
12.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
12.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
12.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
12.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
12.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
11.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
11.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
11.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
11.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
11.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
11.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
11.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
11.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
11.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
10.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
10.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
10.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
10.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
10.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
10.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
10.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
10.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
9.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
9.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
9.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
9.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
9.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
9.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
8.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
8.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
8.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
8.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
8.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
8.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
8.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
7.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
7.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
6.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
5.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
4.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
4.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0092740003
Normal
0.8
CPT0002270011
Tumor
0.8
CPT0069010001
Normal
0.7
CPT0086370003
Normal
0.7
CPT0012770003
Normal
0.6
CPT0026420001
Normal
0.6
CPT0006950001
Normal
0.6
CPT0092290003
Tumor
0.6
CPT0088780001
Normal
0.6
CPT0081620001
Normal
0.6
CPT0079000001
Normal
0.6
CPT0092310003
Normal
0.6
CPT0014350001
Normal
0.5
CPT0007470001
Normal
0.5
CPT0020020001
Normal
0.5
CPT0078840001
Normal
0.5
CPT0078510003
Tumor
0.5
CPT0025920001
Normal
0.5
CPT0088640003
Normal
0.5
CPT0069190001
Normal
0.5
CPT0001510001
Normal
0.5
CPT0012570003
Normal
0.5
CPT0023710001
Normal
0.5
CPT0087050003
Normal
0.5
CPT0086890003
Normal
0.5
CPT0007870001
Normal
0.5
CPT0089480003
Normal
0.5
CPT0023360001
Normal
0.4
CPT0092800003
Normal
0.4
CPT0025610001
Normal
0.4
CPT0019160001
Normal
0.4
CPT0078530001
Normal
0.4
CPT0065450001
Normal
0.4
CPT0009080003
Normal
0.4
CPT0020130001
Normal
0.4
CPT0076350001
Normal
0.4
CPT0088500001
Normal
0.4
CPT0078670001
Normal
0.4
CPT0006730001
Normal
0.4
CPT0025060001
Normal
0.4
CPT0079430001
Normal
0.4
CPT0077500001
Normal
0.4
CPT0000790001
Normal
0.3
CPT0024680001
Normal
0.3
CPT0009020003
Normal
0.3
CPT0086830003
Normal
0.3
CPT0077140001
Normal
0.3
CPT0000890001
Normal
0.3
CPT0001350001
Normal
0.3
CPT0078940001
Normal
0.3
CPT0078800003
Tumor
0.3
CPT0082010001
Normal
0.3
CPT0079180003
Tumor
0.3
CPT0013790003
Normal
0.3
CPT0014470001
Normal
0.3
CPT0064400001
Normal
0.3
CPT0010170001
Normal
0.3
CPT0066430001
Normal
0.3
CPT0001190001
Normal
0.3
CPT0065820001
Normal
0.3
CPT0012090003
Normal
0.3
CPT0089040001
Normal
0.2
CPT0012290003
Normal
0.2
CPT0063330001
Normal
0.2
CPT0002370001
Normal
0.2
CPT0088920001
Normal
0.2
CPT0001230001
Normal
0.2
CPT0086970003
Normal
0.2
CPT0001550001
Normal
0.2
CPT0066520001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0079300001
Normal
0.2
CPT0014130001
Normal
0.2
CPT0012920003
Normal
0.2
CPT0077310003
Tumor
0.1
CPT0079510001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0064370003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0088710001
Normal
0.1
CPT0078660003
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0017450001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0084560003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0084590001
Normal
0.1
CPT0089020003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0012640003
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0001270001
Normal
0.0
CPT0012550003
Tumor
0.0
CPT0019990003
Tumor
-0.1
CPT0011410003
Tumor
-0.1
CPT0007860003
Tumor
-0.1
CPT0012670003
Tumor
-0.1
CPT0088970003
Tumor
-0.1
CPT0015910003
Tumor
-0.1
CPT0076330003
Tumor
-0.1
CPT0012900004
Tumor
-0.1
CPT0000640003
Tumor
-0.2
CPT0001500009
Tumor
-0.2
CPT0020120003
Tumor
-0.2
CPT0023350003
Tumor
-0.2
CPT0087040003
Tumor
-0.2
CPT0088480003
Tumor
-0.2
CPT0023690003
Tumor
-0.2
CPT0014160003
Tumor
-0.2
CPT0088550004
Tumor
-0.2
CPT0092190003
Normal
-0.2
CPT0007320003
Tumor
-0.2
CPT0017850003
Tumor
-0.2
CPT0077320001
Normal
-0.2
CPT0066470004
Tumor
-0.3
CPT0066480003
Tumor
-0.3
CPT0079380003
Tumor
-0.3
CPT0009060003
Tumor
-0.3
CPT0012180003
Tumor
-0.3
CPT0079270003
Tumor
-0.3
CPT0002350011
Tumor
-0.3
CPT0065930003
Tumor
-0.3
CPT0079480003
Tumor
-0.3
CPT0092730003
Tumor
-0.3
CPT0089460004
Tumor
-0.3
CPT0065870003
Tumor
-0.3
CPT0088760003
Tumor
-0.3
CPT0014450004
Tumor
-0.4
CPT0088690003
Tumor
-0.4
CPT0079410003
Tumor
-0.4
CPT0011240003
Tumor
-0.4
CPT0021240003
Tumor
-0.4
CPT0075720003
Tumor
-0.4
CPT0063630003
Tumor
-0.4
CPT0069160003
Tumor
-0.4
CPT0075560003
Tumor
-0.4
CPT0078930003
Tumor
-0.4
CPT0017410003
Tumor
-0.4
CPT0088900003
Tumor
-0.4
CPT0086030003
Tumor
-0.4
CPT0015810003
Tumor
-0.4
CPT0063320003
Tumor
-0.4
CPT0001220008
Tumor
-0.4
CPT0079230003
Tumor
-0.5
CPT0069000003
Tumor
-0.5
CPT0081600003
Tumor
-0.5
CPT0012280003
Tumor
-0.5
CPT0077490003
Tumor
-0.5
CPT0081990003
Tumor
-0.5
CPT0025170003
Tumor
-0.5
CPT0086820003
Tumor
-0.5
CPT0000780007
Tumor
-0.5
CPT0025230003
Tumor
-0.5
CPT0006440003
Tumor
-0.5
CPT0075130003
Tumor
-0.5
CPT0071150004
Tumor
-0.5
CPT0010160003
Tumor
-0.5
CPT0024670003
Tumor
-0.5
CPT0025580004
Tumor
-0.5
CPT0078830003
Tumor
-0.5
CPT0065430003
Tumor
-0.5
CPT0009000003
Tumor
-0.5
CPT0006900003
Tumor
-0.5
CPT0006630003
Tumor
-0.5
CPT0086950003
Tumor
-0.5
CPT0012370003
Tumor
-0.6
CPT0065690003
Tumor
-0.6
CPT0010110003
Tumor
-0.6
CPT0088630003
Tumor
-0.6
CPT0025110003
Tumor
-0.6
CPT0015730003
Tumor
-0.6
CPT0086870003
Tumor
-0.6
CPT0092160003
Tumor
-0.6
CPT0025050003
Tumor
-0.7
CPT0086360003
Tumor
-0.7
CPT0085670003
Tumor
-0.7
CPT0026410003
Tumor
-0.7
CPT0081880003
Tumor
-0.7
CPT0001540009
Tumor
-0.7
CPT0012080003
Tumor
-0.7
CPT0092790003
Tumor
-0.7
CPT0001340003
Tumor
-0.7
CPT0025290003
Tumor
-0.8
CPT0000870016
Tumor
-0.8
CPT0001260009
Tumor
-0.9
CPT0025880003
Tumor
-0.9
CPT0077110003
Tumor
-0.9
CPT0025350003
Tumor
-0.9
CPT0065810003
Tumor
-1.0
CPT0001180009
Tumor
-1.0
CPT0078990003
Tumor
-1.0
CPT0014370004
Tumor
-1.1
CPT0019130003
Tumor
-1.1
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
