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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.
WBP1 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
46.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
134.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
102.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
100.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
84.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
79.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
76.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
72.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
72.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
71.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
67.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
63.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
62.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
61.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
60.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
58.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
56.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
56.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
56.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
55.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
55.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
55.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
53.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
52.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
52.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
51.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
51.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
50.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
48.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
48.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
47.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
47.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
46.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
44.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
44.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
44.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
44.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
43.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
42.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
41.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
39.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
38.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
37.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
37.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
36.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
35.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
34.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
31.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
28.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
27.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
27.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
26.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
25.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
25.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
23.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
22.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
21.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
19.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
17.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
15.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
11.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
10.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
8.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
7.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 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.
WBP1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
66.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
180.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
156.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
152.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
149.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
139.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
137.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
132.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
124.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
123.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
121.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
121.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
120.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
117.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
116.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
116.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
115.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
114.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
110.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
108.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
107.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
106.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
106.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
105.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
104.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
104.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
103.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
102.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
101.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
101.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
100.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
99.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
99.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
98.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
98.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
98.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
97.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
97.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
97.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
97.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
97.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
96.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
96.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
96.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
96.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
95.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
95.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
95.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
94.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
94.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
93.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
93.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
93.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
93.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
93.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
92.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
92.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
92.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
91.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
91.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
91.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
90.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
90.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
89.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
89.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
89.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
89.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
89.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
89.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
88.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
88.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
88.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
88.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
88.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
88.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
88.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
87.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
87.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
87.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
86.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
86.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
86.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
86.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
85.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
85.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
85.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
85.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
85.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
85.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
85.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
84.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
84.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
84.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
84.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
84.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
84.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
83.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
83.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
83.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
83.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
83.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
82.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
82.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
82.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
82.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
82.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
82.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
82.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
82.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
82.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
82.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
82.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
81.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
81.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
81.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
81.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
81.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
81.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
81.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
81.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
81.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
80.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
80.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
80.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
80.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
80.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
80.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
80.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
79.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
79.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
78.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
78.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
78.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
78.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
78.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
78.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
78.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
78.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
77.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
77.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
77.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
77.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
77.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
77.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
76.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
76.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
76.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
76.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
76.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
75.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
75.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
75.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
75.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
75.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
75.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
75.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
75.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
75.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
74.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
74.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
74.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
74.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
74.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
74.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
74.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
74.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
73.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
73.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
73.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
73.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
73.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
73.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
73.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
73.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
73.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
72.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
72.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
72.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
72.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
72.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
72.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
72.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
72.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
72.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
72.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
72.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
72.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
72.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
72.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
71.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
71.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
71.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
70.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
70.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
70.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
70.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
70.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
70.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
70.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
70.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
70.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
70.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
70.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
69.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
69.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
69.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
69.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
69.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
69.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
69.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
69.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
69.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
68.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
68.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
68.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
68.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
68.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
68.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
68.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
68.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
68.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
68.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
68.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
67.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
67.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
67.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
67.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
67.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
67.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
67.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
67.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
67.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
67.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
67.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
67.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
66.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
66.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
66.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
66.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
66.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
66.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
66.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
66.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
66.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
66.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
66.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
66.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
66.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
66.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
65.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
65.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
65.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
65.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
65.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
65.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
65.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
65.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
65.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
65.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
64.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
64.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
64.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
64.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
64.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
64.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
64.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
64.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
64.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
64.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
64.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
64.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
64.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
63.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
63.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
63.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
63.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
63.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
63.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
63.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
63.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
62.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
62.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
62.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
62.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
62.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
62.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
62.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
62.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
62.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
62.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
61.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
61.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
61.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
61.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
61.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
61.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
61.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
61.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
61.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
61.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
61.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
61.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
61.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
61.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
61.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
61.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
60.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
60.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
60.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
60.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
60.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
60.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
60.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
60.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
59.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
59.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
59.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
59.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
59.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
59.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
59.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
59.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
59.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
59.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
59.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
59.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
59.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
59.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
59.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
59.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
59.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
58.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
58.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
58.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
58.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
58.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
58.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
58.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
58.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
57.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
57.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
57.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
57.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
57.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
57.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
57.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
57.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
57.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
57.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
57.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
56.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
56.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
56.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
56.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
56.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
56.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
56.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
56.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
56.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
56.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
55.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
55.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
55.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
55.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
55.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
55.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
55.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
55.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
55.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
55.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
55.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
55.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
55.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
54.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
54.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
54.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
54.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
54.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
54.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
53.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
53.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
53.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
53.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
53.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
53.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
53.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
53.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
53.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
53.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
53.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
52.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
52.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
52.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
52.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
52.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
52.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
52.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
52.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
52.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
52.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
52.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
51.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
51.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
51.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
51.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
51.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
51.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
50.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
50.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
50.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
50.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
50.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
49.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
49.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
49.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
49.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
49.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
49.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
48.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
48.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
48.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
48.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
48.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
48.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
48.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
48.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
48.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
48.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
47.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
47.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
46.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
46.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
46.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
46.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
46.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
46.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
46.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
46.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
46.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
45.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
45.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
45.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
45.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
45.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
44.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
44.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
44.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
44.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
44.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
44.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
44.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
43.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
43.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
43.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
43.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
43.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
43.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
43.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
42.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
42.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
42.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
42.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
42.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
41.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
41.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
41.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
41.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
41.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
41.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
41.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
41.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
40.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
40.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
40.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
40.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
39.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
39.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
39.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
39.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
39.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
39.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
39.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
39.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
38.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
38.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
38.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
38.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
38.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
37.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
37.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
37.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
37.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
36.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
36.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
35.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
35.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
35.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
34.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
34.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
33.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
33.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
31.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
30.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
30.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
30.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
29.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
29.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
28.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
28.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
27.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
26.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
26.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
26.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
26.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
26.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
26.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
25.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
24.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
21.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
16.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
12.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
WBP1 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
63.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
127.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
122.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
116.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
114.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
113.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
110.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
110.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
107.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
102.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
96.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
94.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
91.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
90.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
89.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
85.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
84.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
84.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
84.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
79.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
78.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
78.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
77.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
76.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
75.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
74.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
73.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
73.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
73.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
73.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
72.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
72.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
70.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
69.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
69.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
69.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
69.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
67.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
67.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
65.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
65.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
65.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
64.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
63.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
63.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
62.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
62.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
61.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
60.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
60.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
60.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
59.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
59.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
59.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
58.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
58.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
55.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
55.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
54.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
54.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
54.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
53.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
53.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
53.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
52.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
52.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
52.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
52.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
51.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
51.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
51.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
51.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
51.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
50.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
50.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
50.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
49.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
48.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
48.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
47.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
47.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
47.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
46.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
46.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
44.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
44.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
43.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
42.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
41.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
40.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
38.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
38.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
34.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
29.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
29.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
27.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
26.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
24.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
22.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
22.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 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.
WBP1 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
66.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
213.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
192.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
177.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
177.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
162.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
154.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
149.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
149.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
147.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
141.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
140.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
138.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
137.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
133.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
132.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
132.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
127.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
126.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
125.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
124.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
121.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
119.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
117.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
117.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
116.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
115.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
115.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
114.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
113.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
112.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
112.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
111.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
109.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
108.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
106.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
105.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
105.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
105.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
105.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
104.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
104.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
104.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
104.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
102.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
102.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
101.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
100.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
100.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
99.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
99.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
99.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
99.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
99.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
98.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
97.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
97.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
97.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
97.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
96.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
95.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
94.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
94.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
94.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
93.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
92.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
92.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
92.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
91.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
91.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
91.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
91.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
91.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
90.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
89.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
88.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
88.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
87.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
86.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
86.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
86.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
85.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
85.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
84.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
84.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
84.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
84.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
83.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
83.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
83.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
82.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
82.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
81.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
81.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
81.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
80.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
80.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
80.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
79.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
79.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
79.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
78.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
78.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
78.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
78.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
78.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
78.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
78.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
77.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
77.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
76.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
76.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
76.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
76.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
75.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
75.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
75.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
74.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
74.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
74.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
73.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
73.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
73.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
73.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
72.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
72.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
72.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
71.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
71.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
71.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
71.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
70.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
69.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
68.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
68.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
67.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
67.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
67.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
67.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
66.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
66.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
66.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
66.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
66.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
66.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
65.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
65.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
65.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
64.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
64.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
64.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
64.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
64.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
63.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
63.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
63.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
62.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
62.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
62.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
62.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
62.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
61.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
61.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
60.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
60.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
60.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
60.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
59.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
58.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
58.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
58.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
57.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
57.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
57.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
57.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
56.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
56.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
56.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
56.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
56.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
56.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
56.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
55.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
55.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
55.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
53.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
53.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
53.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
53.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
53.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
53.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
52.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
51.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
51.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
50.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
50.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
50.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
49.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
47.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
47.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
47.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
47.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
46.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
45.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
45.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
45.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
44.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
43.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
43.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
42.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
42.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
42.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
41.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
41.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
40.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
39.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
38.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
36.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
36.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
35.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
33.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
32.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
32.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
31.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
30.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
30.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
30.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
30.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
29.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
29.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
29.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
28.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
27.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
27.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
27.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
27.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
27.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
26.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
25.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
24.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
22.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
22.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
20.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
19.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
18.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
18.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
18.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
17.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
16.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
15.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
13.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
11.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
10.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
10.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
10.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
9.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
8.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
8.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
7.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
3.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
3.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 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
