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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.
WASF2 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
16.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
47.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
40.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
33.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
28.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
26.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
23.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
22.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
22.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
21.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
20.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
19.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
19.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
19.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
18.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
18.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
18.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
18.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
18.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
18.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
18.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
17.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
17.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
17.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
17.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
16.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
16.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
16.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
16.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
15.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
15.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
15.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
15.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
15.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
15.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
14.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
14.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
13.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
13.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
13.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
13.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
13.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
13.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
12.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
12.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
12.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
11.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
11.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
11.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
11.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
11.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
10.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
10.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
10.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
10.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
10.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
10.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
9.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
8.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
7.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
7.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
5.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
5.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
4.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
WASF2 is validated 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
45.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
113.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
111.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
105.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
104.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
104.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
103.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
101.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
99.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
98.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
96.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
96.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
96.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
95.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
94.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
94.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
90.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
90.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
89.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
89.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
88.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
88.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
87.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
86.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
86.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
85.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
85.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
84.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
84.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
84.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
83.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
82.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
82.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
81.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
81.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
81.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
81.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
80.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
80.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
80.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
79.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
78.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
78.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
78.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
78.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
77.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
77.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
77.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
77.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
77.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
76.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
76.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
76.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
75.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
75.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
75.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
74.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
74.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
74.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
73.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
73.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
73.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
73.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
72.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
72.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
72.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
72.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
72.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
72.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
71.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
71.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
71.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
70.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
70.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
69.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
69.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
69.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
69.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
68.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
68.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
68.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
68.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
68.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
68.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
68.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
68.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
67.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
67.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
66.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
66.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
66.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
66.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
66.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
65.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
65.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
65.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
64.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
64.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
64.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
64.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
64.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
64.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
64.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
64.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
64.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
64.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
63.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
63.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
63.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
63.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
63.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
62.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
62.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
62.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
62.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
62.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
62.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
62.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
61.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
61.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
61.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
60.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
60.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
60.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
60.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
60.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
60.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
60.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
59.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
59.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
59.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
59.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
59.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
59.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
59.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
59.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
59.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
59.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
59.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
58.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
58.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
58.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
58.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
57.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
57.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
57.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
57.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
57.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
57.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
57.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
56.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
56.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
56.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
56.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
56.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
56.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
55.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
55.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
55.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
55.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
54.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
54.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
54.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
54.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
54.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
53.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
53.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
53.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
53.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
53.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
53.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
53.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
53.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
53.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
53.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
53.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
53.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
52.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
52.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
52.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
52.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
51.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
51.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
51.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
51.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
51.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
51.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
51.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
51.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
51.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
50.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
50.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
50.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
50.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
50.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
50.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
50.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
50.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
50.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
50.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
50.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
49.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
49.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
49.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
49.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
49.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
49.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
49.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
49.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
49.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
49.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
49.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
49.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
49.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
49.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
49.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
48.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
48.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
48.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
48.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
48.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
48.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
48.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
48.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
48.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
48.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
48.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
47.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
47.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
47.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
47.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
47.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
46.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
46.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
46.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
46.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
46.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
46.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
46.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
45.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
45.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
45.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
45.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
45.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
45.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
45.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
45.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
44.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
44.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
44.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
44.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
44.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
44.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
44.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
44.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
44.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
43.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
43.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
43.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
43.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
43.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
43.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
43.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
43.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
43.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
43.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
43.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
43.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
43.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
43.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
43.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
43.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
42.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
42.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
42.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
42.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
42.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
42.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
42.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
42.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
42.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
42.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
42.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
41.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
41.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
41.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
41.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
41.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
41.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
41.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
41.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
40.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
40.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
40.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
40.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
40.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
40.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
40.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
39.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
39.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
39.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
39.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
39.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
39.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
39.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
39.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
39.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
39.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
39.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
38.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
38.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
38.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
38.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
38.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
38.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
38.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
38.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
38.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
37.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
37.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
37.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
37.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
37.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
37.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
37.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
37.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
37.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
37.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
37.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
37.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
37.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
36.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
36.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
36.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
36.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
36.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
35.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
35.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
35.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
35.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
35.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
35.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
35.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
35.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
35.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
35.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
35.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
34.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
34.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
34.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
34.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
34.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
34.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
33.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
33.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
33.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
33.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
33.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
32.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
32.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
32.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
32.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
32.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
32.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
32.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
32.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
32.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
32.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
32.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
32.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
32.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
32.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
31.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
31.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
31.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
31.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
30.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
30.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
30.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
30.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
30.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
30.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
30.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
30.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
30.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
30.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
30.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
29.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
29.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
29.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
29.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
29.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
29.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
29.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
29.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
29.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
28.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
28.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
28.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
28.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
28.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
28.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
28.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
28.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
28.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
27.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
27.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
27.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
27.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
27.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
27.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
27.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
27.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
26.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
26.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
26.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
26.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
26.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
26.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
26.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
26.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
26.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
25.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
25.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
25.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
25.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
24.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
24.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
24.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
24.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
24.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
24.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
24.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
24.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
24.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
23.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
23.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
23.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
22.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
22.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
22.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
22.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
22.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
22.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
22.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
22.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
21.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
21.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
21.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
21.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
21.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
21.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
20.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
20.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
20.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
20.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
19.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
19.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
19.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
19.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
19.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
19.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
19.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
18.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
18.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
18.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
18.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
18.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
18.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
18.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
18.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
18.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
18.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
17.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
17.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
17.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
17.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
17.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
16.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
16.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
16.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
16.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
16.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
16.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
16.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
16.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
15.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
15.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
15.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
15.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
15.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
15.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
15.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
14.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
14.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
14.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
14.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
13.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
13.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
13.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
13.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
13.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
12.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
12.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
12.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
12.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
11.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
11.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
10.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
10.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
10.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
10.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
10.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
9.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
9.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
8.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
8.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
7.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
6.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
4.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
4.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
WASF2 is validated prognostic, high expression is favorable 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
47.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
97.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
97.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
96.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
92.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
91.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
82.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
80.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
80.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
80.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
71.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
71.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
70.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
69.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
68.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
68.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
68.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
67.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
66.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
65.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
65.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
65.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
64.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
63.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
62.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
62.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
61.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
56.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
55.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
54.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
54.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
54.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
54.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
53.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
51.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
51.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
51.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
50.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
50.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
49.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
49.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
48.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
48.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
48.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
48.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
47.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
47.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
46.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
45.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
45.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
45.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
44.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
44.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
44.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
44.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
43.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
42.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
42.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
41.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
41.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
41.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
41.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
41.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
40.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
38.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
38.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
38.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
37.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
37.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
37.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
36.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
36.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
35.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
34.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
33.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
33.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
33.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
32.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
32.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
31.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
30.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
29.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
29.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
29.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
29.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
28.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
27.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
27.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
26.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
26.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
25.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
22.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
19.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
19.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
18.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
17.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
17.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
16.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
16.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
14.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 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.
WASF2 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
31.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
90.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
76.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
76.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
76.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
75.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
75.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
74.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
71.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
70.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
67.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
65.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
64.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
64.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
63.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
63.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
62.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
62.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
62.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
61.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
61.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
60.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
58.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
57.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
56.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
54.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
54.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
54.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
53.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
53.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
53.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
52.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
52.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
51.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
51.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
51.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
50.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
50.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
50.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
50.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
49.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
49.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
48.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
47.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
47.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
46.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
46.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
46.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
45.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
45.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
45.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
45.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
45.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
45.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
44.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
44.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
43.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
43.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
43.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
43.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
42.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
42.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
42.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
42.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
42.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
42.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
41.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
40.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
40.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
40.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
40.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
40.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
40.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
39.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
38.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
38.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
38.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
38.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
38.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
37.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
37.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
36.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
36.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
36.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
36.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
35.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
35.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
35.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
35.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
34.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
34.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
34.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
33.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
33.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
33.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
33.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
33.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
32.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
32.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
32.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
32.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
32.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
32.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
32.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
32.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
32.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
31.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
31.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
31.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
31.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
31.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
31.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
31.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
31.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
30.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
30.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
30.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
30.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
30.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
30.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
30.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
30.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
29.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
29.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
29.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
29.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
29.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
28.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
28.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
28.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
28.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
28.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
28.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
28.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
28.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
28.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
28.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
28.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
27.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
27.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
27.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
27.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
27.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
27.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
27.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
27.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
27.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
27.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
27.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
26.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
26.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
26.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
26.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
26.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
26.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
26.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
26.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
26.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
26.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
26.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
26.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
25.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
25.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
25.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
25.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
25.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
25.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
25.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
25.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
24.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
24.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
24.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
24.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
24.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
24.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
24.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
24.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
23.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
23.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
23.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
23.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
23.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
23.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
23.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
23.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
22.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
22.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
22.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
22.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
22.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
22.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
22.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
22.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
22.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
22.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
22.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
21.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
21.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
21.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
21.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
21.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
21.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
21.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
21.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
21.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
20.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
20.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
20.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
20.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
20.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
20.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
20.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
19.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
19.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
19.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
19.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
19.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
19.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
19.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
18.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
18.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
18.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
18.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
18.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
18.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
18.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
18.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
18.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
18.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
17.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
17.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
17.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
17.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
17.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
17.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
16.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
16.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
16.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
16.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
15.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
15.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
15.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
15.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
15.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
14.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
14.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
14.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
14.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
14.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
14.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
14.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
14.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
14.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
14.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
13.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
13.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
13.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
13.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
13.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
13.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
12.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
12.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
12.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
12.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
12.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
11.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
11.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
11.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
11.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
11.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
10.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
10.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
10.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
9.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
9.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
8.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
8.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
7.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
7.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
7.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
7.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
6.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
4.4
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088550004
Tumor
1.1
CPT0017410003
Tumor
0.6
CPT0000640003
Tumor
0.5
CPT0078990003
Tumor
0.5
CPT0001180009
Tumor
0.5
CPT0023350003
Tumor
0.4
CPT0001260009
Tumor
0.4
CPT0001340003
Tumor
0.4
CPT0092160003
Tumor
0.4
CPT0092730003
Tumor
0.4
CPT0015910003
Tumor
0.4
CPT0010110003
Tumor
0.4
CPT0001540009
Tumor
0.4
CPT0075560003
Tumor
0.4
CPT0084560003
Tumor
0.4
CPT0065870003
Tumor
0.3
CPT0066480003
Tumor
0.3
CPT0071150004
Tumor
0.3
CPT0078510003
Tumor
0.3
CPT0086870003
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0086360003
Tumor
0.3
CPT0079380003
Tumor
0.3
CPT0081880003
Tumor
0.3
CPT0075720003
Tumor
0.3
CPT0081600003
Tumor
0.3
CPT0012180003
Tumor
0.3
CPT0088630003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0088900003
Tumor
0.3
CPT0020120003
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0006900003
Tumor
0.3
CPT0023690003
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0007860003
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0002270011
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0015810003
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0007320003
Tumor
0.1
CPT0019990003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0088480003
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0079410003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0079300001
Normal
0.1
CPT0006440003
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0075130003
Tumor
0.1
CPT0025290003
Tumor
0.1
CPT0064370003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0014370004
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0078930003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0001550001
Normal
0.1
CPT0085670003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0079510001
Normal
0.1
CPT0063630003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0025580004
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0012550003
Tumor
0.1
CPT0019130003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0021240003
Tumor
0.0
CPT0077110003
Tumor
0.0
CPT0011240003
Tumor
0.0
CPT0077320001
Normal
0.0
CPT0084590001
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0009060003
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0065820001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0000790001
Normal
0.0
CPT0010170001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0077310003
Tumor
0.0
CPT0065450001
Normal
0.0
CPT0079000001
Normal
0.0
CPT0086820003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0012080003
Tumor
0.0
CPT0006730001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0025610001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0001270001
Normal
0.0
CPT0078840001
Normal
0.0
CPT0086950003
Tumor
0.0
CPT0002350011
Tumor
0.0
CPT0088970003
Tumor
0.0
CPT0076330003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0078670001
Normal
-0.1
CPT0025230003
Tumor
-0.1
CPT0088920001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0065750003
Tumor
-0.1
CPT0092800003
Normal
-0.1
CPT0009000003
Tumor
-0.1
CPT0078940001
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0001350001
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0079230003
Tumor
-0.1
CPT0012640003
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0014450004
Tumor
-0.1
CPT0001190001
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0017450001
Normal
-0.1
CPT0078530001
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0086890003
Normal
-0.2
CPT0087050003
Normal
-0.2
CPT0012670003
Tumor
-0.2
CPT0012090003
Normal
-0.2
CPT0017850003
Tumor
-0.2
CPT0013790003
Normal
-0.2
CPT0089480003
Normal
-0.2
CPT0009020003
Normal
-0.2
CPT0092310003
Normal
-0.2
CPT0015730003
Tumor
-0.2
CPT0063330001
Normal
-0.2
CPT0082010001
Normal
-0.2
CPT0078800003
Tumor
-0.2
CPT0012290003
Normal
-0.2
CPT0076350001
Normal
-0.2
CPT0024670003
Tumor
-0.2
CPT0069160003
Tumor
-0.2
CPT0011410003
Tumor
-0.2
CPT0012570003
Normal
-0.2
CPT0012770003
Normal
-0.3
CPT0088780001
Normal
-0.3
CPT0012920003
Normal
-0.3
CPT0026420001
Normal
-0.3
CPT0012900004
Tumor
-0.3
CPT0078660003
Tumor
-0.3
CPT0009080003
Normal
-0.4
CPT0079180003
Tumor
-0.4
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
