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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.
PRPSAP1 is potential prognostic, high expression is unfavorable in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
45.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
41.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
40.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
37.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
32.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
29.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
28.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
27.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
26.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
25.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
21.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
20.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
20.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
19.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
18.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
17.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
17.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
17.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
16.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
16.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
15.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
15.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
14.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
14.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
13.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
13.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
13.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
13.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
12.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
12.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
12.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
12.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
11.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
11.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
10.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
10.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
10.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
10.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
10.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
10.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
9.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
9.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
9.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
9.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
9.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
9.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
9.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
9.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
9.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
9.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
8.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
8.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
8.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
8.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
7.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
7.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
7.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
7.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
7.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
6.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
6.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
6.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 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.
PRPSAP1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
46.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
38.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
38.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
36.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
33.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
32.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
30.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
29.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
29.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
28.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
28.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
28.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
28.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
28.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
28.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
27.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
27.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
27.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
27.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
27.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
27.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
26.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
26.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
26.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
25.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
25.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
25.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
25.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
25.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
25.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
25.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
25.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
25.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
24.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
24.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
24.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
24.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
24.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
24.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
24.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
24.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
24.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
24.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
24.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
24.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
24.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
24.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
24.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
24.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
24.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
24.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
23.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
23.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
23.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
23.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
23.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
23.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
23.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
23.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
23.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
23.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
23.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
23.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
23.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
23.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
23.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
23.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
23.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
23.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
23.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
23.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
23.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
22.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
22.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
22.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
22.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
22.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
22.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
22.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
22.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
22.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
22.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
22.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
22.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
22.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
22.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
22.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
22.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
22.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
22.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
22.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
22.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
22.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
22.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
22.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
21.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
21.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
21.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
21.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
21.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
21.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
21.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
21.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
21.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
21.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
21.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
21.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
21.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
21.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
21.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
21.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
21.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
21.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
21.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
21.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
21.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
21.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
21.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
21.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
21.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
21.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
21.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
21.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
20.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
20.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
20.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
20.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
20.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
20.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
20.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
20.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
20.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
20.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
20.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
20.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
20.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
20.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
20.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
20.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
20.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
20.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
20.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
20.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
20.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
20.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
20.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
20.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
20.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
20.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
20.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
20.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
20.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
20.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
20.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
20.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
20.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
20.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
20.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
20.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
19.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
19.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
19.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
19.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
19.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
19.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
19.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
19.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
19.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
19.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
19.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
19.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
19.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
19.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
19.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
19.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
19.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
19.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
19.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
19.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
19.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
19.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
19.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
18.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
18.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
18.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
18.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
18.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
18.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
18.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
18.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
18.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
18.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
18.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
18.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
18.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
18.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
18.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
18.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
18.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
18.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
18.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
18.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
18.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
18.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
18.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
18.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
18.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
18.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
18.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
18.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
18.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
18.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
18.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
18.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
18.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
18.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
18.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
18.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
18.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
18.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
18.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
18.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
17.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
17.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
17.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
17.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
17.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
17.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
17.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
17.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
17.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
17.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
17.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
17.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
17.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
17.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
17.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
17.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
17.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
17.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
17.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
17.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
17.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
17.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
17.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
17.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
16.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
16.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
16.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
16.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
16.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
16.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
16.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
16.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
16.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
16.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
16.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
16.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
16.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
16.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
16.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
16.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
16.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
16.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
16.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
16.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
16.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
16.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
16.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
16.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
16.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
16.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
16.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
16.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
16.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
16.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
16.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
16.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
16.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
16.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
16.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
16.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
16.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
16.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
16.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
16.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
16.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
16.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
16.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
16.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
16.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
16.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
16.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
16.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
15.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
15.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
15.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
15.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
15.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
15.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
15.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
15.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
15.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
15.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
15.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
15.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
15.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
15.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
15.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
15.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
15.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
15.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
15.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
15.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
15.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
15.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
15.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
15.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
15.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
15.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
15.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
15.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
15.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
15.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
14.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
14.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
14.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
14.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
14.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
14.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
14.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
14.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
14.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
14.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
14.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
14.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
14.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
14.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
14.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
14.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
14.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
14.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
14.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
14.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
14.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
14.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
14.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
14.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
14.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
14.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
14.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
14.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
14.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
14.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
14.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
14.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
14.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
14.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
14.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
14.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
13.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
13.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
13.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
13.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
13.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
13.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
13.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
13.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
13.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
13.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
13.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
13.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
13.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
13.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
13.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
13.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
13.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
13.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
13.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
13.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
13.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
13.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
13.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
13.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
13.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
13.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
13.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
13.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
13.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
13.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
13.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
13.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
12.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
12.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
12.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
12.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
12.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
12.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
12.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
12.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
12.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
12.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
12.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
12.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
12.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
12.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
12.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
12.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
12.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
12.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
12.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
12.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
12.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
11.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
11.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
11.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
11.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
11.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
11.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
11.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
11.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
11.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
11.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
11.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
11.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
11.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
11.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
11.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
11.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
11.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
11.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
11.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
11.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
11.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
10.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
10.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
10.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
10.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
10.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
10.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
10.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
10.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
10.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
10.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
10.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
10.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
10.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
10.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
10.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
10.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
10.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
10.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
10.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
10.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
10.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
9.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
9.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
9.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
9.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
9.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
9.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
9.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
9.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
9.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
9.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
9.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
9.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
9.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
9.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
9.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
9.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
9.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
9.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
9.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
9.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
8.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
8.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
8.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
8.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
8.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
8.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
8.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
8.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
8.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
8.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
8.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
8.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
8.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
8.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
7.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
7.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
7.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
7.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
7.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
7.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
7.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
7.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
7.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
6.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
6.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
6.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
6.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
6.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
6.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
6.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
5.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
5.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
5.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
5.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
5.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
5.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
5.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
4.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
4.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
4.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
4.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 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.
PRPSAP1 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
19.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
41.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
34.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
30.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
30.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
28.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
27.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
27.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
27.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
27.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
27.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
25.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
25.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
25.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
25.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
25.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
24.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
24.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
23.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
23.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
23.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
23.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
22.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
22.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
22.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
21.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
21.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
21.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
21.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
21.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
21.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
21.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
21.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
21.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
21.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
21.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
21.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
21.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
20.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
20.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
20.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
20.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
20.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
20.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
19.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
19.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
19.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
19.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
19.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
19.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
18.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
18.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
18.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
18.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
18.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
18.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
18.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
18.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
18.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
17.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
17.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
17.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
17.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
16.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
16.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
16.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
16.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
16.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
16.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
16.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
16.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
16.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
16.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
15.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
15.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
15.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
15.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
15.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
15.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
14.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
14.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
14.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
14.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
14.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
14.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
13.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
13.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
13.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
13.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
12.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
12.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
12.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
12.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
12.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
12.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
11.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
10.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
10.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
10.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PRPSAP1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
23.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
79.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
60.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
58.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
55.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
52.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
50.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
50.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
49.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
49.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
47.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
47.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
47.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
46.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
46.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
45.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
43.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
43.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
42.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
40.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
40.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
40.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
39.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
39.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
39.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
39.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
38.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
38.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
37.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
37.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
36.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
36.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
36.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
36.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
35.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
35.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
35.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
35.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
35.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
34.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
34.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
34.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
34.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
33.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
33.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
33.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
33.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
33.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
32.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
32.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
32.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
32.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
32.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
31.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
30.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
30.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
30.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
30.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
30.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
30.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
30.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
29.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
29.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
29.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
29.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
29.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
29.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
29.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
29.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
29.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
28.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
28.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
28.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
28.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
28.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
27.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
27.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
27.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
27.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
27.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
27.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
27.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
27.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
27.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
26.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
26.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
26.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
26.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
26.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
26.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
26.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
26.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
26.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
25.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
25.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
25.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
25.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
25.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
25.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
25.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
25.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
25.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
25.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
25.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
25.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
25.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
24.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
24.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
24.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
24.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
24.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
24.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
24.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
24.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
24.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
24.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
24.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
24.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
24.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
24.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
24.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
24.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
24.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
24.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
24.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
24.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
23.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
23.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
23.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
23.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
23.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
23.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
23.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
23.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
23.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
23.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
23.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
23.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
23.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
23.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
23.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
23.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
22.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
22.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
22.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
22.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
22.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
22.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
22.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
22.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
22.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
22.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
21.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
21.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
21.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
21.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
21.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
21.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
21.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
21.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
21.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
21.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
21.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
21.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
21.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
21.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
20.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
20.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
20.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
20.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
20.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
20.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
20.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
20.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
20.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
20.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
20.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
20.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
20.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
20.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
20.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
19.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
19.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
19.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
19.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
19.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
19.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
19.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
19.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
18.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
18.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
18.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
18.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
18.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
18.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
18.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
18.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
18.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
18.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
18.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
18.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
17.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
17.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
17.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
17.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
17.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
17.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
17.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
17.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
17.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
17.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
17.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
17.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
17.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
17.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
16.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
16.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
16.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
16.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
16.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
16.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
15.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
15.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
15.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
15.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
15.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
15.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
15.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
15.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
15.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
15.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
14.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
14.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
14.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
14.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
14.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
14.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
14.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
14.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
14.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
14.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
14.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
14.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
13.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
13.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
13.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
13.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
13.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
13.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
13.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
13.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
13.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
12.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
12.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
12.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
12.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
11.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
11.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
11.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
11.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
11.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
11.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
10.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
10.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
10.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
9.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
9.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
9.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
9.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
9.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
9.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
9.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
8.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
8.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
7.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
7.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
7.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
6.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
6.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
4.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
2.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0025110003
Tumor
1.0
CPT0076330003
Tumor
0.9
CPT0000640003
Tumor
0.7
CPT0088970003
Tumor
0.7
CPT0077110003
Tumor
0.7
CPT0092290003
Tumor
0.7
CPT0088900003
Tumor
0.7
CPT0021240003
Tumor
0.7
CPT0081880003
Tumor
0.6
CPT0065930003
Tumor
0.6
CPT0025230003
Tumor
0.5
CPT0069000003
Tumor
0.5
CPT0078830003
Tumor
0.5
CPT0001180009
Tumor
0.5
CPT0017410003
Tumor
0.5
CPT0023690003
Tumor
0.5
CPT0078930003
Tumor
0.5
CPT0012080003
Tumor
0.5
CPT0024670003
Tumor
0.5
CPT0066470004
Tumor
0.5
CPT0086030003
Tumor
0.5
CPT0089460004
Tumor
0.5
CPT0025290003
Tumor
0.5
CPT0078990003
Tumor
0.5
CPT0001340003
Tumor
0.4
CPT0007860003
Tumor
0.4
CPT0009000003
Tumor
0.4
CPT0002270011
Tumor
0.4
CPT0010160003
Tumor
0.4
CPT0064370003
Tumor
0.4
CPT0000870016
Tumor
0.4
CPT0026410003
Tumor
0.4
CPT0025050003
Tumor
0.4
CPT0014370004
Tumor
0.4
CPT0006900003
Tumor
0.4
CPT0079270003
Tumor
0.4
CPT0019130003
Tumor
0.4
CPT0088690003
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0012180003
Tumor
0.3
CPT0023350003
Tumor
0.3
CPT0077310003
Tumor
0.3
CPT0006440003
Tumor
0.3
CPT0065690003
Tumor
0.3
CPT0001540009
Tumor
0.3
CPT0092790003
Tumor
0.3
CPT0019990003
Tumor
0.3
CPT0025580004
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0020120003
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0065750003
Tumor
0.2
CPT0001500009
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0002350011
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0078510003
Tumor
0.2
CPT0025880003
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0092160003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0001230001
Normal
0.2
CPT0063320003
Tumor
0.2
CPT0011240003
Tumor
0.2
CPT0009020003
Normal
0.2
CPT0077490003
Tumor
0.2
CPT0015810003
Tumor
0.2
CPT0015730003
Tumor
0.2
CPT0025920001
Normal
0.2
CPT0009060003
Tumor
0.1
CPT0071150004
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0075720003
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0014450004
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0088630003
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0001510001
Normal
0.1
CPT0075560003
Tumor
0.1
CPT0078940001
Normal
0.1
CPT0085670003
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0079300001
Normal
0.0
CPT0075130003
Tumor
0.0
CPT0012900004
Tumor
0.0
CPT0012550003
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0079410003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0065870003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0010110003
Tumor
0.0
CPT0012770003
Normal
0.0
CPT0078660003
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0086950003
Tumor
0.0
CPT0088550004
Tumor
0.0
CPT0084560003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0011410003
Tumor
0.0
CPT0009080003
Normal
0.0
CPT0007870001
Normal
0.0
CPT0012920003
Normal
0.0
CPT0063630003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0018250001
Normal
0.0
CPT0015910003
Tumor
0.0
CPT0086370003
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0079510001
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0012640003
Normal
-0.1
CPT0086360003
Tumor
-0.1
CPT0014470001
Normal
-0.1
CPT0079000001
Normal
-0.1
CPT0081600003
Tumor
-0.1
CPT0078670001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0069160003
Tumor
-0.1
CPT0079430001
Normal
-0.1
CPT0079180003
Tumor
-0.1
CPT0066520001
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0089020003
Tumor
-0.1
CPT0006730001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0092730003
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0000790001
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0088570001
Normal
-0.2
CPT0092740003
Normal
-0.2
CPT0001350001
Normal
-0.2
CPT0017850003
Tumor
-0.2
CPT0092310003
Normal
-0.2
CPT0017450001
Normal
-0.2
CPT0088920001
Normal
-0.2
CPT0086830003
Normal
-0.2
CPT0007470001
Normal
-0.2
CPT0078840001
Normal
-0.2
CPT0065450001
Normal
-0.2
CPT0092190003
Normal
-0.2
CPT0076350001
Normal
-0.2
CPT0066430001
Normal
-0.2
CPT0087050003
Normal
-0.2
CPT0077140001
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0001190001
Normal
-0.2
CPT0000660001
Normal
-0.2
CPT0010120001
Normal
-0.2
CPT0086820003
Tumor
-0.2
CPT0089480003
Normal
-0.2
CPT0014350001
Normal
-0.2
CPT0025610001
Normal
-0.3
CPT0020020001
Normal
-0.3
CPT0088480003
Tumor
-0.3
CPT0075170001
Normal
-0.3
CPT0012290003
Normal
-0.3
CPT0065430003
Tumor
-0.3
CPT0007320003
Tumor
-0.3
CPT0092800003
Normal
-0.3
CPT0081620001
Normal
-0.3
CPT0088710001
Normal
-0.3
CPT0077320001
Normal
-0.3
CPT0023360001
Normal
-0.3
CPT0010170001
Normal
-0.3
CPT0013790003
Normal
-0.3
CPT0088780001
Normal
-0.3
CPT0000890001
Normal
-0.3
CPT0065820001
Normal
-0.3
CPT0026420001
Normal
-0.3
CPT0078530001
Normal
-0.3
CPT0014130001
Normal
-0.3
CPT0063640001
Normal
-0.3
CPT0078800003
Tumor
-0.4
CPT0084590001
Normal
-0.4
CPT0006530001
Normal
-0.4
CPT0025060001
Normal
-0.4
CPT0006950001
Normal
-0.4
CPT0012670003
Tumor
-0.4
CPT0001270001
Normal
-0.5
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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.
The Human Protein Atlas project is funded
