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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.
WSB1 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
56.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
29.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
28.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
24.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
23.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
23.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
23.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
20.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
17.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
16.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
16.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
14.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
13.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
13.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
12.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
12.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
12.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
12.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
11.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
10.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
10.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
10.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
10.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
9.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
9.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
9.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
8.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
8.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
8.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
7.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
7.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
7.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
7.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
7.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
6.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
6.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
6.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
5.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
5.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
5.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
5.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
5.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
4.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
4.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
4.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
4.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
4.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
4.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
3.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
3.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
3.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
3.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
3.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
3.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
2.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
2.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
2.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
2.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
2.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
2.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
2.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 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.
WSB1 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
11.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
50.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
42.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
35.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
33.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
33.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
32.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
31.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
31.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
30.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
30.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
28.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
27.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
27.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
27.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
26.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
26.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
25.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
25.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
25.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
25.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
25.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
24.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
24.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
24.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
24.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
23.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
23.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
23.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
22.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
22.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
22.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
22.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
22.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
22.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
22.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
21.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
21.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
21.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
21.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
21.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
21.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
21.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
21.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
21.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
20.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
20.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
20.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
20.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
20.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
20.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
20.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
20.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
20.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
20.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
20.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
20.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
19.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
19.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
19.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
19.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
19.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
19.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
19.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
19.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
19.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
19.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
19.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
19.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
18.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
18.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
18.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
18.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
18.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
18.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
18.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
18.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
18.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
18.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
18.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
18.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
18.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
18.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
18.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
18.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
18.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
18.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
17.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
17.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
17.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
17.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
17.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
17.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
17.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
17.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
17.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
16.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
16.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
16.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
16.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
16.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
16.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
16.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
16.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
16.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
16.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
16.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
16.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
16.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
16.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
16.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
16.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
16.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
16.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
16.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
16.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
16.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
16.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
16.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
16.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
15.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
15.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
15.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
15.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
15.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
15.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
15.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
15.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
15.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
15.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
15.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
15.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
15.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
15.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
15.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
15.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
15.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
15.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
15.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
15.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
15.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
15.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
15.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
15.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
15.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
15.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
15.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
15.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
15.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
15.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
14.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
14.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
14.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
14.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
14.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
14.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
14.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
14.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
14.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
14.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
14.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
14.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
14.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
14.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
14.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
13.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
13.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
13.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
13.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
13.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
13.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
13.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
13.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
13.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
13.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
13.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
13.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
13.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
13.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
13.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
13.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
13.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
13.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
13.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
13.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
13.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
13.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
13.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
12.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
12.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
12.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
12.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
12.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
12.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
12.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
12.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
12.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
12.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
12.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
12.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
12.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
12.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
12.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
12.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
12.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
12.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
12.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
12.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
12.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
12.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
12.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
12.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
12.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
11.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
11.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
11.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
11.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
11.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
11.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
11.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
11.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
11.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
11.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
11.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
11.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
11.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
11.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
11.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
11.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
11.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
11.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
11.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
11.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
11.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
10.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
10.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
10.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
10.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
10.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
10.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
10.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
10.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
10.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
10.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
10.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
10.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
10.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
10.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
10.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
10.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
10.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
10.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
10.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
10.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
10.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
10.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
10.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
10.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
10.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
10.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
10.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
10.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
10.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
10.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
10.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
10.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
10.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
10.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
10.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
9.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
9.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
9.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
9.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
9.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
9.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
9.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
9.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
9.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
9.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
9.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
9.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
9.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
9.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
9.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
9.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
9.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
9.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
9.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
9.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
9.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
9.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
9.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
9.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
9.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
9.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
9.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
9.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
9.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
9.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
9.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
9.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
9.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
9.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
8.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
8.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
8.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
8.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
8.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
8.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
8.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
8.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
8.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
8.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
8.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
8.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
8.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
8.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
8.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
8.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
8.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
8.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
8.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
8.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
8.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
8.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
8.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
8.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
8.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
8.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
8.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
8.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
8.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
8.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
8.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
8.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
8.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
8.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
8.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
8.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
8.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
8.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
8.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
8.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
8.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
8.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
8.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
8.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
7.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
7.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
7.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
7.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
7.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
7.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
7.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
7.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
7.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
7.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
7.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
7.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
7.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
7.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
7.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
7.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
7.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
7.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
7.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
7.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
7.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
7.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
7.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
7.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
7.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
7.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
7.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
7.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
7.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
7.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
7.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
7.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
7.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
7.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
6.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
6.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
6.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
6.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
6.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
6.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
6.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
6.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
6.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
6.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
6.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
6.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
6.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
6.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
6.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
6.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
6.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
6.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
6.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
6.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
6.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
6.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
6.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
6.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
6.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
6.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
6.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
6.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
6.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
6.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
6.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
6.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
6.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
6.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
6.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
6.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
6.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
6.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
5.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
5.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
5.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
5.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
5.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
5.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
5.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
5.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
5.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
5.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
5.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
5.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
5.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
5.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
5.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
5.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
5.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
5.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
5.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
5.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
5.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
5.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
5.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
5.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
5.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
5.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
5.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
5.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
5.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
5.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
5.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
5.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
5.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
5.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
4.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
4.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
4.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
4.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
4.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
4.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
4.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
4.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
4.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
4.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
4.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
4.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
4.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
4.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
4.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
4.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
4.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
4.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
4.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
4.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
4.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
4.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
4.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
4.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
3.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
3.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
3.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
3.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
3.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
3.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
3.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
3.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
3.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
3.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
3.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
3.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
3.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
3.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
3.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
3.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
3.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
3.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
3.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
3.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
3.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
2.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
2.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
2.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
2.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
2.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
2.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
2.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
2.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
2.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
2.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
1.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
1.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
1.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
1.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
1.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
1.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
1.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
0.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
WSB1 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
31.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
60.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
60.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
58.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
54.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
52.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
52.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
50.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
50.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
49.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
48.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
47.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
46.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
46.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
44.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
43.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
42.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
42.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
41.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
40.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
40.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
38.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
38.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
37.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
37.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
37.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
36.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
36.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
36.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
35.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
34.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
34.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
34.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
34.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
33.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
33.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
32.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
32.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
32.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
32.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
31.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
31.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
31.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
31.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
31.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
30.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
30.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
30.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
30.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
30.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
30.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
30.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
30.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
29.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
29.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
29.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
29.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
29.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
28.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
28.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
28.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
27.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
26.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
26.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
26.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
25.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
25.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
24.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
24.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
24.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
24.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
24.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
24.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
24.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
24.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
24.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
23.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
23.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
23.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
23.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
22.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
21.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
20.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
20.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
20.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
20.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
19.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
18.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
18.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
18.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
18.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
18.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
17.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
17.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
16.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
16.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
14.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
13.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
12.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
10.4
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.
WSB1 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
13.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
135.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
67.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
64.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
48.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
47.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
44.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
43.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
42.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
41.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
41.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
40.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
37.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
37.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
36.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
35.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
35.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
34.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
32.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
32.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
31.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
30.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
29.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
29.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
27.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
27.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
27.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
27.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
27.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
26.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
25.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
25.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
25.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
25.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
25.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
24.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
23.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
23.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
22.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
22.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
22.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
22.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
22.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
21.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
21.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
21.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
21.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
20.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
20.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
20.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
20.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
20.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
20.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
19.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
19.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
18.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
18.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
18.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
18.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
18.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
18.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
18.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
18.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
18.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
18.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
18.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
18.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
17.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
17.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
17.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
17.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
17.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
17.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
17.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
17.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
17.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
16.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
16.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
16.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
16.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
16.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
16.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
15.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
15.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
15.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
15.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
15.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
15.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
15.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
15.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
14.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
14.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
14.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
14.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
14.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
14.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
14.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
14.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
14.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
13.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
13.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
13.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
13.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
13.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
13.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
13.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
13.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
13.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
12.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
12.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
12.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
12.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
12.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
12.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
12.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
12.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
12.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
11.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
11.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
11.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
11.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
11.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
11.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
11.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
11.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
11.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
11.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
11.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
11.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
10.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
10.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
10.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
10.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
10.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
10.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
10.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
10.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
10.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
9.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
9.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
9.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
9.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
9.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
9.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
9.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
9.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
9.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
9.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
9.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
9.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
9.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
9.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
9.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
9.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
9.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
8.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
8.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
8.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
8.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
8.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
8.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
8.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
8.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
8.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
8.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
8.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
8.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
8.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
8.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
8.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
8.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
8.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
8.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
8.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
7.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
7.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
7.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
7.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
7.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
7.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
7.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
7.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
7.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
7.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
7.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
6.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
6.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
6.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
6.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
6.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
6.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
6.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
6.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
6.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
6.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
6.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
6.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
6.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
6.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
6.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
6.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
5.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
5.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
5.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
5.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
5.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
5.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
5.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
5.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
5.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
5.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
5.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
5.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
5.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
5.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
5.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
5.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
5.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
5.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
4.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
4.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
4.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
4.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
4.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
4.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
4.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
4.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
4.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
4.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
4.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
4.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
4.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
4.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
4.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
4.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
4.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
4.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
4.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
4.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
3.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
3.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
3.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
3.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
3.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
3.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
3.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
3.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
3.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
3.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
3.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
3.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
3.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
2.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
2.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
2.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
2.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
2.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
2.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
2.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
2.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
2.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
1.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
1.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
1.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
1.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
1.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
1.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
1.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
1.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
1.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
1.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
0.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
0.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
0.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
