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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.
PIGBOS1 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
13.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
38.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
34.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
31.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
30.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
22.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
20.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
20.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
20.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
19.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
19.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
18.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
18.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
18.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
17.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
17.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
17.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
17.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
15.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
15.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
14.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
14.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
14.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
14.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
14.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
14.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
14.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
13.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
13.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
13.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
13.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
13.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
12.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
12.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
12.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
12.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
12.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
11.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
11.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
11.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
11.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
11.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
11.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
10.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
10.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
10.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
9.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
9.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
9.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
8.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
8.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
8.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
8.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
8.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
8.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
8.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
7.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
7.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
7.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
7.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
6.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
6.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
6.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
6.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PIGBOS1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
21.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
20.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
19.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
19.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
19.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
19.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
19.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
19.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
18.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
18.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
18.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
18.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
18.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
18.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
17.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
17.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
17.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
17.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
17.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
17.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
16.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
16.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
16.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
16.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
16.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
16.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
16.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
16.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
16.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
16.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
16.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
16.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
15.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
15.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
15.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
15.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
15.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
15.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
15.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
15.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
15.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
15.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
15.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
15.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
15.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
15.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
15.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
15.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
15.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
15.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
15.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
14.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
14.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
14.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
14.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
14.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
14.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
14.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
14.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
14.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
14.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
14.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
14.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
14.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
14.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
14.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
14.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
14.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
14.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
14.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
14.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
14.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
14.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
14.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
14.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
14.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
14.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
14.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
14.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
14.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
14.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
14.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
14.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
14.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
14.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
13.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
13.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
13.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
13.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
13.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
13.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
13.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
13.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
13.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
13.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
13.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
13.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
13.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
13.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
13.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
13.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
13.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
13.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
13.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
13.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
13.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
13.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
13.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
13.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
13.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
13.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
13.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
13.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
13.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
13.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
13.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
13.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
13.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
13.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
13.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
13.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
13.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
13.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
13.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
13.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
13.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
13.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
13.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
13.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
13.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
13.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
13.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
13.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
13.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
13.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
13.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
13.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
13.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
13.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
13.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
13.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
13.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
13.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
13.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
13.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
13.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
13.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
13.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
13.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
13.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
13.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
12.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
12.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
12.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
12.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
12.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
12.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
12.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
12.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
12.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
12.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
12.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
12.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
12.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
12.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
12.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
12.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
12.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
12.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
12.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
12.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
12.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
12.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
12.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
12.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
12.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
12.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
12.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
12.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
12.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
12.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
12.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
12.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
12.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
12.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
12.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
12.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
12.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
12.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
12.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
12.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
12.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
12.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
12.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
12.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
12.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
12.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
12.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
12.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
12.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
12.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
12.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
12.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
12.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
12.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
12.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
12.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
12.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
12.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
12.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
12.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
12.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
12.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
12.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
12.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
12.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
12.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
12.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
12.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
12.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
12.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
12.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
12.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
12.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
12.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
12.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
12.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
12.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
12.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
12.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
12.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
12.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
12.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
12.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
12.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
12.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
12.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
11.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
11.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
11.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
11.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
11.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
11.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
11.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
11.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
11.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
11.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
11.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
11.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
11.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
11.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
11.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
11.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
11.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
11.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
11.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
11.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
11.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
11.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
11.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
11.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
11.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
11.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
11.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
11.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
11.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
11.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
11.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
11.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
11.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
11.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
11.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
11.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
11.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
11.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
11.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
11.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
11.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
11.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
11.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
11.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
11.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
11.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
11.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
11.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
11.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
11.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
11.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
11.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
11.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
11.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
11.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
11.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
11.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
11.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
11.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
11.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
11.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
11.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
11.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
11.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
11.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
11.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
11.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
11.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
11.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
11.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
11.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
11.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
11.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
11.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
11.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
11.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
11.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
11.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
11.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
11.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
11.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
11.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
11.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
11.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
11.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
11.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
11.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
11.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
11.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
10.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
10.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
10.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
10.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
10.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
10.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
10.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
10.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
10.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
10.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
10.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
10.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
10.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
10.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
10.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
10.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
10.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
10.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
10.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
10.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
10.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
10.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
10.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
10.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
10.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
10.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
10.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
10.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
10.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
10.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
10.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
10.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
10.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
10.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
10.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
10.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
10.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
10.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
10.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
10.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
10.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
10.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
10.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
10.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
10.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
10.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
10.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
10.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
10.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
10.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
10.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
10.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
10.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
10.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
10.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
10.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
10.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
10.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
10.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
10.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
10.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
10.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
10.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
10.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
10.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
10.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
10.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
10.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
10.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
10.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
10.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
10.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
9.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
9.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
9.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
9.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
9.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
9.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
9.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
9.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
9.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
9.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
9.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
9.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
9.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
9.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
9.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
9.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
9.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
9.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
9.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
9.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
9.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
9.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
9.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
9.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
9.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
9.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
9.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
9.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
9.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
9.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
9.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
9.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
9.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
9.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
9.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
9.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
9.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
9.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
9.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
9.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
8.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
8.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
8.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
8.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
8.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
8.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
8.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
8.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
8.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
8.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
8.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
8.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
8.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
8.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
8.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
8.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
8.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
8.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
8.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
8.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
8.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
8.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
8.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
8.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
8.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
8.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
8.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
8.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
8.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
8.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
8.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
8.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
8.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
8.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
8.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
8.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
7.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
7.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
7.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
7.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
7.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
7.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
7.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
7.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
7.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
7.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
7.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
7.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
7.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
7.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
7.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
7.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
7.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
7.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
7.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
7.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
7.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
7.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
7.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
7.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
7.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
7.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
6.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
6.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
6.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
6.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
6.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
6.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
6.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
6.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
6.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
6.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
6.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
5.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
5.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
5.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
5.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
5.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
PIGBOS1 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
10.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
20.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
15.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
15.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
15.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
14.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
14.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
14.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
14.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
14.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
13.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
13.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
13.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
13.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
13.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
13.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
13.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
12.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
12.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
12.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
12.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
12.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
12.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
11.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
11.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
11.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
11.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
11.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
11.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
11.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
11.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
11.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
11.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
11.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
11.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
11.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
11.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
10.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
10.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
10.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
10.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
10.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
10.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
10.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
10.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
10.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
10.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
10.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
10.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
10.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
10.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
10.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
10.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
9.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
9.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
9.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
9.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
9.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
9.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
9.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
9.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
9.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
9.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
9.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
9.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
9.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
9.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
9.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
9.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
9.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
8.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
8.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
8.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
8.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
8.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
8.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
8.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
8.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
8.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
8.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
8.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
8.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
8.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
8.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
7.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
7.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
7.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
7.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
7.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
7.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
6.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
6.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
6.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
6.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
6.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
5.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
5.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
5.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
5.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
5.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PIGBOS1 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
12.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
56.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
49.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
43.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
42.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
41.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
40.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
38.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
36.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
35.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
33.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
31.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
31.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
31.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
30.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
26.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
26.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
25.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
25.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
24.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
24.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
23.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
23.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
23.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
21.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
20.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
19.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
19.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
19.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
19.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
18.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
18.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
18.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
18.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
18.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
17.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
17.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
17.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
17.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
16.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
16.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
16.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
16.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
16.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
16.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
16.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
16.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
16.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
16.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
16.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
15.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
15.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
15.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
15.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
15.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
15.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
15.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
15.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
15.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
15.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
15.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
15.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
15.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
15.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
15.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
14.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
14.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
14.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
14.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
14.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
14.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
14.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
14.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
14.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
14.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
14.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
14.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
14.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
14.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
14.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
13.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
13.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
13.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
13.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
13.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
13.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
13.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
13.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
13.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
13.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
13.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
13.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
13.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
13.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
13.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
13.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
13.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
13.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
13.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
13.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
13.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
13.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
13.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
12.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
12.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
12.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
12.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
12.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
12.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
12.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
12.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
12.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
12.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
12.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
12.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
12.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
12.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
12.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
12.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
12.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
12.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
12.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
12.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
12.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
12.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
12.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
12.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
12.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
12.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
12.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
12.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
12.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
11.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
11.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
11.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
11.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
11.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
11.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
11.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
11.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
11.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
11.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
11.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
11.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
11.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
11.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
11.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
11.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
11.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
11.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
11.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
11.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
10.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
10.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
10.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
10.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
10.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
10.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
10.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
10.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
10.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
10.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
10.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
10.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
10.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
10.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
10.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
10.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
10.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
10.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
10.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
10.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
10.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
10.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
10.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
10.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
10.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
10.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
10.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
10.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
10.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
9.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
9.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
9.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
9.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
9.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
9.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
9.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
9.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
9.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
9.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
9.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
9.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
9.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
9.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
9.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
9.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
9.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
9.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
9.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
9.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
9.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
8.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
8.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
8.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
8.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
8.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
8.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
8.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
8.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
8.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
8.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
8.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
8.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
8.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
8.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
8.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
8.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
8.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
8.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
8.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
8.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
8.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
8.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
8.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
8.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
7.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
7.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
7.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
7.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
7.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
7.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
7.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
7.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
7.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
7.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
7.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
7.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
7.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
7.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
7.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
7.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
7.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
7.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
7.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
7.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
6.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
6.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
6.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
6.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
6.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
6.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
6.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
6.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
6.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
6.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
5.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
5.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
5.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
5.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
5.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
5.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
5.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
5.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
5.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
5.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
5.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
4.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
4.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
4.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
3.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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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
