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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.
CPTP 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
47.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
131.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
114.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
102.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
87.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
80.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
79.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
77.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
72.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
72.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
67.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
66.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
66.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
65.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
64.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
62.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
61.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
60.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
60.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
59.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
56.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
56.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
56.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
55.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
55.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
55.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
54.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
52.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
51.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
49.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
44.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
41.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
41.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
39.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
37.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
35.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
35.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
34.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
34.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
34.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
33.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
32.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
32.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
30.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
30.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
30.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
29.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
29.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
29.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
28.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
28.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
27.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
27.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
26.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
26.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
26.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
25.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
25.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
23.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
21.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
19.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
18.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
18.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
16.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 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.
CPTP 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
16.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
52.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
49.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
39.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
36.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
36.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
33.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
33.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
32.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
32.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
31.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
30.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
30.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
29.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
29.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
28.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
28.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
28.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
27.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
27.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
27.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
27.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
27.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
26.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
26.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
26.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
26.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
26.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
26.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
26.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
25.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
25.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
25.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
25.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
25.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
25.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
25.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
25.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
25.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
24.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
24.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
24.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
24.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
24.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
24.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
24.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
24.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
24.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
24.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
24.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
24.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
23.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
23.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
23.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
23.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
23.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
23.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
23.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
23.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
23.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
23.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
23.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
23.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
23.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
22.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
22.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
22.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
22.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
22.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
22.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
22.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
22.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
22.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
22.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
22.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
22.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
22.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
22.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
22.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
22.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
22.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
21.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
21.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
21.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
21.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
21.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
21.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
21.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
21.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
21.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
21.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
21.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
21.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
21.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
21.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
21.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
21.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
21.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
21.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
20.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
20.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
20.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
20.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
20.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
20.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
20.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
20.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
20.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
20.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
20.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
20.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
20.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
20.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
20.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
20.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
20.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
20.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
20.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
20.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
20.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
20.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
20.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
20.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
20.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
20.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
20.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
20.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
20.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
19.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
19.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
19.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
19.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
19.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
19.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
19.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
19.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
19.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
19.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
19.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
19.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
19.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
19.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
19.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
19.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
19.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
19.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
19.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
18.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
18.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
18.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
18.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
18.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
18.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
18.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
18.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
18.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
18.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
18.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
18.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
18.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
18.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
18.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
18.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
18.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
18.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
18.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
18.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
18.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
18.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
18.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
18.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
18.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
18.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
17.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
17.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
17.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
17.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
17.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
17.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
17.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
17.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
17.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
17.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
17.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
17.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
17.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
17.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
17.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
17.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
17.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
17.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
17.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
17.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
17.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
17.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
17.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
17.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
17.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
17.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
17.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
17.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
17.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
17.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
17.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
17.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
17.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
17.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
17.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
16.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
16.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
16.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
16.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
16.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
16.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
16.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
16.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
16.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
16.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
16.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
16.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
16.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
16.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
16.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
16.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
16.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
16.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
16.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
16.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
16.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
16.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
16.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
16.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
16.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
16.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
16.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
16.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
16.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
16.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
16.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
16.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
15.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
15.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
15.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
15.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
15.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
15.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
15.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
15.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
15.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
15.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
15.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
15.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
15.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
15.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
15.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
15.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
15.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
15.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
15.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
15.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
15.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
15.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
15.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
15.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
15.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
15.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
15.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
15.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
15.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
15.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
15.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
15.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
15.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
15.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
15.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
15.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
15.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
14.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
14.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
14.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
14.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
14.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
14.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
14.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
14.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
14.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
14.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
14.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
14.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
14.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
14.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
14.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
14.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
14.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
14.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
14.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
14.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
14.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
14.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
14.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
14.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
14.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
14.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
14.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
14.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
14.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
14.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
14.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
14.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
14.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
14.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
14.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
14.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
14.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
14.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
13.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
13.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
13.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
13.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
13.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
13.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
13.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
13.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
13.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
13.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
13.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
13.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
13.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
13.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
13.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
13.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
13.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
13.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
13.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
13.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
13.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
13.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
13.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
13.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
13.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
13.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
13.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
13.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
13.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
13.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
13.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
13.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
13.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
13.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
13.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
13.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
13.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
13.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
13.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
13.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
13.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
13.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
13.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
13.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
13.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
13.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
12.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
12.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
12.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
12.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
12.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
12.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
12.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
12.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
12.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
12.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
12.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
12.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
12.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
12.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
12.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
12.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
12.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
12.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
12.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
12.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
12.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
12.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
12.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
12.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
12.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
12.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
12.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
12.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
12.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
12.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
12.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
12.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
11.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
11.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
11.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
11.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
11.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
11.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
11.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
11.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
11.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
11.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
11.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
11.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
11.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
11.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
11.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
11.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
11.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
11.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
11.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
11.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
11.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
11.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
11.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
11.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
11.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
11.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
11.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
10.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
10.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
10.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
10.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
10.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
10.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
10.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
10.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
10.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
10.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
10.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
10.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
10.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
10.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
10.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
10.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
10.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
10.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
10.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
10.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
10.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
10.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
10.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
10.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
10.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
10.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
10.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
10.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
10.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
10.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
10.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
10.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
10.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
9.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
9.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
9.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
9.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
9.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
9.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
9.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
9.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
9.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
9.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
9.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
9.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
9.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
9.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
9.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
9.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
9.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
9.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
9.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
9.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
9.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
9.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
8.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
8.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
8.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
8.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
8.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
8.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
8.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
8.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
8.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
8.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
8.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
8.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
8.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
8.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
8.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
8.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
8.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
8.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
7.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
7.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
7.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
7.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
7.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
7.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
7.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
7.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
7.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
7.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
7.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
6.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
6.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
6.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
6.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
6.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
6.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
5.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
5.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
5.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
5.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
5.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
5.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
4.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
4.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
1.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 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.
CPTP 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
16.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
41.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
31.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
28.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
27.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
26.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
25.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
25.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
24.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
23.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
22.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
22.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
21.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
21.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
21.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
21.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
20.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
20.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
20.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
20.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
20.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
19.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
19.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
19.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
19.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
19.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
19.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
19.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
18.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
18.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
18.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
18.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
18.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
18.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
18.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
17.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
17.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
17.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
17.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
17.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
17.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
17.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
16.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
16.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
16.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
16.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
16.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
16.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
16.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
16.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
16.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
16.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
16.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
15.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
15.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
15.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
15.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
15.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
15.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
15.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
15.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
15.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
14.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
14.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
14.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
14.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
14.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
14.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
14.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
14.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
14.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
13.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
13.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
12.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
12.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
12.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
12.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
11.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
11.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
11.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
11.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
11.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
10.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
10.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
10.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
10.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
9.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
9.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
8.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
8.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
8.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
8.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
7.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
7.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
6.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
6.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
5.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
5.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
5.4
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.
CPTP 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
26.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
117.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
80.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
73.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
70.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
66.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
64.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
59.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
57.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
56.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
55.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
53.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
53.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
50.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
50.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
49.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
49.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
49.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
46.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
46.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
45.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
44.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
44.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
43.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
43.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
42.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
42.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
42.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
42.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
40.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
39.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
39.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
38.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
38.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
37.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
37.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
37.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
36.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
36.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
36.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
36.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
36.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
35.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
35.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
35.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
35.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
34.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
34.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
34.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
34.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
33.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
33.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
33.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
33.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
32.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
32.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
32.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
32.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
32.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
32.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
32.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
32.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
31.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
31.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
31.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
31.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
31.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
31.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
31.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
31.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
30.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
30.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
30.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
30.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
30.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
30.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
29.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
29.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
29.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
29.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
29.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
29.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
29.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
29.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
28.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
28.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
28.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
28.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
28.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
27.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
27.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
27.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
27.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
27.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
27.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
27.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
27.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
27.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
27.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
27.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
27.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
27.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
26.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
26.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
26.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
26.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
26.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
26.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
26.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
26.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
26.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
26.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
26.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
25.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
25.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
25.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
25.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
25.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
25.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
25.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
25.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
25.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
25.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
24.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
24.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
24.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
24.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
24.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
24.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
24.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
24.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
24.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
24.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
24.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
24.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
24.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
24.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
24.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
23.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
23.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
23.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
23.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
23.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
23.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
23.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
23.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
23.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
23.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
23.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
23.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
23.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
22.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
22.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
22.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
22.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
22.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
22.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
22.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
22.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
22.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
22.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
22.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
22.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
22.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
22.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
22.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
21.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
21.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
21.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
21.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
21.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
21.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
21.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
21.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
21.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
21.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
21.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
21.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
20.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
20.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
20.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
20.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
20.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
20.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
20.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
20.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
20.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
20.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
20.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
20.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
20.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
20.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
20.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
20.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
19.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
19.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
19.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
19.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
19.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
19.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
19.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
19.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
19.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
19.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
19.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
18.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
18.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
18.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
18.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
18.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
18.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
18.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
18.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
18.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
18.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
18.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
18.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
18.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
18.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
18.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
17.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
17.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
17.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
17.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
17.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
17.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
16.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
16.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
16.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
16.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
16.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
16.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
16.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
16.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
16.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
16.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
16.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
16.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
16.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
16.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
15.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
15.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
15.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
15.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
15.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
15.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
14.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
14.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
14.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
14.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
13.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
13.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
13.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
13.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
13.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
13.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
13.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
12.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
12.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
12.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
12.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
12.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
12.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
12.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
12.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
12.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
11.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
11.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
11.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
11.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
10.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
10.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
10.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
9.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
9.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
8.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
8.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
8.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
7.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
7.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
6.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
5.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
3.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078660003
Tumor
0.8
CPT0023690003
Tumor
0.8
CPT0088640003
Normal
0.6
CPT0006630003
Tumor
0.6
CPT0076330003
Tumor
0.6
CPT0075560003
Tumor
0.6
CPT0079180003
Tumor
0.6
CPT0065750003
Tumor
0.5
CPT0007860003
Tumor
0.5
CPT0001230001
Normal
0.4
CPT0078800003
Tumor
0.4
CPT0063320003
Tumor
0.4
CPT0079510001
Normal
0.4
CPT0000870016
Tumor
0.4
CPT0000640003
Tumor
0.4
CPT0001180009
Tumor
0.4
CPT0015910003
Tumor
0.4
CPT0069000003
Tumor
0.4
CPT0026420001
Normal
0.3
CPT0079270003
Tumor
0.3
CPT0063330001
Normal
0.3
CPT0001550001
Normal
0.3
CPT0088480003
Tumor
0.3
CPT0077140001
Normal
0.3
CPT0088920001
Normal
0.3
CPT0089480003
Normal
0.3
CPT0088710001
Normal
0.3
CPT0025920001
Normal
0.3
CPT0012640003
Normal
0.3
CPT0019990003
Tumor
0.3
CPT0000790001
Normal
0.3
CPT0092730003
Tumor
0.3
CPT0077310003
Tumor
0.2
CPT0086950003
Tumor
0.2
CPT0015810003
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0025880003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0063640001
Normal
0.2
CPT0076350001
Normal
0.2
CPT0086030003
Tumor
0.2
CPT0007870001
Normal
0.2
CPT0078510003
Tumor
0.2
CPT0023710001
Normal
0.2
CPT0065450001
Normal
0.2
CPT0019160001
Normal
0.2
CPT0001350001
Normal
0.2
CPT0079430001
Normal
0.2
CPT0088570001
Normal
0.2
CPT0002370001
Normal
0.2
CPT0012770003
Normal
0.2
CPT0065810003
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0088780001
Normal
0.1
CPT0064370003
Tumor
0.1
CPT0017410003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0025350003
Tumor
0.1
CPT0078930003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0087050003
Normal
0.1
CPT0002270011
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0014450004
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0092310003
Normal
0.1
CPT0007470001
Normal
0.1
CPT0092800003
Normal
0.1
CPT0089460004
Tumor
0.1
CPT0071150004
Tumor
0.1
CPT0014350001
Normal
0.1
CPT0089020003
Tumor
0.1
CPT0021240003
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0078940001
Normal
0.1
CPT0078840001
Normal
0.1
CPT0078990003
Tumor
0.1
CPT0063630003
Tumor
0.1
CPT0012180003
Tumor
0.1
CPT0001500009
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0020120003
Tumor
0.0
CPT0079000001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0086870003
Tumor
0.0
CPT0077490003
Tumor
0.0
CPT0078830003
Tumor
0.0
CPT0006440003
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0011410003
Tumor
0.0
CPT0079380003
Tumor
0.0
CPT0014370004
Tumor
0.0
CPT0025230003
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0023350003
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0024670003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0086830003
Normal
0.0
CPT0066520001
Normal
0.0
CPT0077110003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0025290003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0086970003
Normal
0.0
CPT0024680001
Normal
0.0
CPT0002350011
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0078530001
Normal
0.0
CPT0092790003
Tumor
0.0
CPT0015730003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0092290003
Tumor
0.0
CPT0066470004
Tumor
0.0
CPT0088630003
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0001340003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0001270001
Normal
0.0
CPT0012090003
Normal
0.0
CPT0018250001
Normal
0.0
CPT0092740003
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0087040003
Tumor
-0.1
CPT0092160003
Tumor
-0.1
CPT0084590001
Normal
-0.1
CPT0012280003
Tumor
-0.1
CPT0065820001
Normal
-0.1
CPT0000780007
Tumor
-0.1
CPT0009000003
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0014470001
Normal
-0.1
CPT0010110003
Tumor
-0.1
CPT0006950001
Normal
-0.1
CPT0025170003
Tumor
-0.1
CPT0088550004
Tumor
-0.1
CPT0023360001
Normal
-0.1
CPT0025580004
Tumor
-0.1
CPT0075570001
Normal
-0.1
CPT0010160003
Tumor
-0.1
CPT0009080003
Normal
-0.1
CPT0012670003
Tumor
-0.1
CPT0026410003
Tumor
-0.1
CPT0001260009
Tumor
-0.1
CPT0081620001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0075130003
Tumor
-0.2
CPT0014130001
Normal
-0.2
CPT0088760003
Tumor
-0.2
CPT0081990003
Tumor
-0.2
CPT0025110003
Tumor
-0.2
CPT0075170001
Normal
-0.2
CPT0012080003
Tumor
-0.2
CPT0066430001
Normal
-0.2
CPT0065870003
Tumor
-0.2
CPT0085670003
Tumor
-0.2
CPT0012290003
Normal
-0.2
CPT0009020003
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0009060003
Tumor
-0.2
CPT0075720003
Tumor
-0.2
CPT0092190003
Normal
-0.2
CPT0012550003
Tumor
-0.2
CPT0084560003
Tumor
-0.2
CPT0017850003
Tumor
-0.2
CPT0010170001
Normal
-0.2
CPT0065690003
Tumor
-0.2
CPT0079410003
Tumor
-0.3
CPT0088900003
Tumor
-0.3
CPT0000660001
Normal
-0.3
CPT0077320001
Normal
-0.3
CPT0011240003
Tumor
-0.3
CPT0081600003
Tumor
-0.3
CPT0088970003
Tumor
-0.3
CPT0088690003
Tumor
-0.3
CPT0012920003
Normal
-0.3
CPT0081880003
Tumor
-0.3
CPT0007320003
Tumor
-0.4
CPT0017450001
Normal
-0.4
CPT0012900004
Tumor
-0.4
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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
