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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.
CSNK1E 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
62.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
142.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
126.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
123.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
120.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
115.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
114.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
114.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
104.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
98.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
97.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
96.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
94.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
94.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
92.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
86.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
81.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
78.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
77.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
74.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
70.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
68.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
67.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
66.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
65.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
64.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
64.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
64.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
60.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
59.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
57.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
56.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
55.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
54.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
54.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
52.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
52.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
51.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
49.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
46.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
46.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
42.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
41.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
41.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
41.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
41.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
39.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
39.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
39.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
38.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
37.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
35.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
35.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
35.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
34.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
33.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
33.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
29.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
28.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
28.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
26.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
25.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
23.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
22.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 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.
CSNK1E is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
52.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
259.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
138.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
137.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
118.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
115.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
110.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
109.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
108.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
104.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
104.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
103.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
102.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
99.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
98.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
97.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
97.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
97.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
96.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
95.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
94.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
93.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
93.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
92.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
91.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
91.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
90.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
90.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
89.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
88.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
88.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
88.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
88.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
88.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
88.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
87.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
87.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
86.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
85.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
85.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
85.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
83.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
83.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
83.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
82.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
82.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
82.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
81.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
81.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
81.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
81.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
80.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
80.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
80.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
79.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
79.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
79.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
78.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
78.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
78.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
78.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
77.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
77.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
76.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
76.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
76.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
76.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
75.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
75.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
75.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
74.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
74.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
74.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
74.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
74.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
74.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
73.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
73.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
73.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
73.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
73.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
73.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
73.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
73.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
72.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
72.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
71.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
71.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
71.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
71.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
71.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
70.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
70.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
70.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
70.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
70.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
70.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
70.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
70.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
70.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
70.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
69.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
69.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
69.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
68.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
68.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
68.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
68.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
68.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
68.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
67.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
67.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
67.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
66.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
66.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
66.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
66.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
65.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
65.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
64.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
64.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
64.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
64.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
64.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
64.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
63.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
63.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
63.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
63.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
63.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
63.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
63.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
62.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
62.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
62.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
62.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
62.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
62.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
61.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
61.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
61.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
61.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
61.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
61.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
61.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
61.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
60.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
60.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
60.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
60.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
60.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
60.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
60.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
60.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
60.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
59.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
59.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
58.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
58.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
58.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
58.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
58.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
58.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
58.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
58.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
58.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
58.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
58.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
58.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
58.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
58.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
57.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
57.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
57.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
57.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
57.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
57.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
57.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
56.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
56.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
56.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
56.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
56.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
56.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
56.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
56.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
56.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
56.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
56.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
56.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
56.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
56.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
55.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
55.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
55.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
55.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
55.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
55.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
55.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
55.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
55.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
55.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
54.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
54.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
54.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
54.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
54.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
54.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
54.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
54.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
54.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
54.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
54.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
54.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
54.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
54.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
54.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
54.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
53.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
53.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
53.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
53.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
53.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
53.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
53.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
53.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
53.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
53.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
53.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
53.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
53.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
53.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
52.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
52.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
52.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
52.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
52.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
52.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
52.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
52.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
52.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
52.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
51.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
51.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
51.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
51.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
51.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
51.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
51.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
51.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
50.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
50.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
50.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
50.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
50.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
50.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
50.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
50.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
50.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
50.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
50.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
50.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
50.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
49.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
49.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
49.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
49.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
49.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
49.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
49.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
49.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
49.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
49.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
49.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
49.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
49.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
48.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
48.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
48.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
48.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
48.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
48.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
47.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
47.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
47.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
47.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
47.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
47.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
47.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
46.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
46.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
46.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
46.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
46.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
46.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
46.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
46.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
46.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
46.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
46.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
46.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
46.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
45.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
45.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
45.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
45.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
45.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
45.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
45.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
45.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
44.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
44.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
44.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
44.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
44.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
44.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
44.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
44.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
44.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
44.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
44.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
44.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
44.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
43.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
43.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
43.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
43.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
43.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
43.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
43.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
43.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
43.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
43.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
43.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
43.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
43.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
42.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
42.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
42.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
42.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
42.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
42.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
42.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
42.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
42.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
42.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
41.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
41.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
41.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
41.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
41.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
41.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
41.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
41.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
41.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
41.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
41.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
41.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
41.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
41.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
41.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
41.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
40.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
40.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
40.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
40.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
40.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
40.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
39.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
39.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
39.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
39.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
39.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
39.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
39.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
39.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
39.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
38.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
38.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
38.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
38.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
38.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
38.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
38.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
38.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
38.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
38.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
38.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
38.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
38.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
37.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
37.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
37.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
37.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
37.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
37.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
37.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
37.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
37.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
37.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
37.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
37.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
36.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
36.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
36.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
36.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
36.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
36.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
36.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
36.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
35.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
35.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
35.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
35.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
35.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
35.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
35.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
35.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
35.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
35.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
35.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
34.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
34.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
34.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
34.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
34.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
34.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
34.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
34.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
34.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
34.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
33.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
33.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
33.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
33.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
33.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
33.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
33.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
33.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
32.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
32.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
32.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
32.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
32.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
32.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
31.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
31.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
31.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
31.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
31.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
31.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
31.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
30.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
30.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
30.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
30.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
29.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
29.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
29.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
29.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
29.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
29.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
29.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
29.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
29.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
28.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
28.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
28.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
28.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
28.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
27.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
27.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
27.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
27.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
27.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
27.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
26.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
26.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
26.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
26.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
26.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
26.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
26.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
26.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
26.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
25.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
25.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
25.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
25.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
25.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
24.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
24.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
24.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
24.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
23.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
23.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
23.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
23.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
22.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
21.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
21.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
21.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
21.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
21.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
19.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
19.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
19.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
19.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
18.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
18.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
18.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
17.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
16.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
16.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
16.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
16.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
15.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
14.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
14.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
14.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
11.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 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.
CSNK1E is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
62.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
132.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
120.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
111.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
98.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
97.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
97.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
96.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
95.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
94.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
92.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
87.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
86.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
84.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
84.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
83.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
83.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
82.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
81.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
81.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
80.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
79.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
78.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
78.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
75.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
75.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
73.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
73.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
73.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
72.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
72.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
71.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
71.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
70.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
69.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
68.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
68.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
66.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
66.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
65.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
65.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
64.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
63.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
63.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
61.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
61.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
61.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
61.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
59.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
59.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
59.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
59.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
59.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
58.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
57.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
56.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
56.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
56.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
55.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
55.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
55.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
55.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
54.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
53.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
52.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
52.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
51.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
49.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
49.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
49.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
49.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
48.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
48.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
48.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
47.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
47.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
47.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
47.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
46.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
46.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
45.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
44.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
44.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
43.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
43.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
42.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
42.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
41.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
41.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
38.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
38.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
38.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
37.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
35.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
34.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
33.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
33.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
31.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
30.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
19.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CSNK1E 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
46.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
157.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
143.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
125.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
115.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
111.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
110.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
108.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
107.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
104.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
103.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
102.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
98.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
98.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
95.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
94.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
92.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
90.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
90.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
88.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
88.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
86.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
86.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
85.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
84.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
84.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
83.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
82.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
80.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
77.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
76.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
75.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
74.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
73.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
73.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
73.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
72.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
72.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
71.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
71.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
70.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
70.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
70.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
69.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
69.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
69.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
68.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
67.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
67.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
66.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
64.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
64.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
63.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
63.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
62.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
62.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
61.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
61.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
61.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
60.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
60.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
59.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
59.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
59.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
58.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
58.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
58.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
57.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
57.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
57.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
57.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
56.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
56.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
56.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
56.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
56.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
55.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
55.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
55.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
55.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
55.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
54.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
54.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
54.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
54.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
54.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
54.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
54.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
54.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
53.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
53.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
53.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
52.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
52.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
51.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
51.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
51.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
51.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
51.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
50.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
50.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
50.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
49.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
49.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
49.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
48.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
48.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
48.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
48.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
48.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
47.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
47.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
47.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
47.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
47.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
47.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
47.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
47.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
47.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
47.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
46.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
46.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
46.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
46.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
46.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
45.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
45.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
45.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
45.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
45.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
45.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
45.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
45.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
44.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
44.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
43.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
43.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
42.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
42.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
42.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
42.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
42.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
42.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
41.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
41.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
41.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
41.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
41.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
41.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
41.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
40.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
40.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
40.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
40.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
39.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
39.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
39.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
39.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
39.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
38.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
38.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
38.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
38.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
38.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
38.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
38.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
37.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
37.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
37.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
37.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
37.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
37.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
37.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
37.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
36.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
36.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
36.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
36.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
36.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
36.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
36.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
35.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
35.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
35.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
35.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
35.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
34.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
34.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
33.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
33.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
33.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
33.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
33.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
33.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
33.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
33.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
33.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
32.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
32.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
32.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
32.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
32.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
32.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
32.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
32.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
32.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
31.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
31.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
31.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
31.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
31.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
31.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
31.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
31.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
30.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
30.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
29.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
29.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
29.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
29.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
29.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
28.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
28.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
28.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
28.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
28.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
28.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
27.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
27.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
26.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
26.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
26.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
26.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
26.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
25.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
25.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
24.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
24.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
24.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
24.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
24.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
23.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
23.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
23.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
23.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
23.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
23.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
22.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
22.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
22.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
22.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
22.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
21.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
21.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
21.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
21.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
21.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
21.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
20.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
20.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
20.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
20.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
20.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
20.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
20.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
19.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
19.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
19.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
18.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
17.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
17.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
17.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
17.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
17.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
15.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
15.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
13.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
13.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
13.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
12.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
10.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
10.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
9.3
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0077110003
Tumor
0.4
CPT0066470004
Tumor
0.4
CPT0006630003
Tumor
0.4
CPT0079270003
Tumor
0.3
CPT0001340003
Tumor
0.3
CPT0078800003
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0001180009
Tumor
0.3
CPT0000640003
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0075170001
Normal
0.2
CPT0088480003
Tumor
0.2
CPT0092290003
Tumor
0.2
CPT0078660003
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0017450001
Normal
0.2
CPT0019130003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0079430001
Normal
0.2
CPT0065870003
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0001190001
Normal
0.2
CPT0026410003
Tumor
0.2
CPT0086830003
Normal
0.2
CPT0001220008
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0079180003
Tumor
0.2
CPT0007320003
Tumor
0.2
CPT0077320001
Normal
0.2
CPT0079230003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0088920001
Normal
0.2
CPT0069000003
Tumor
0.2
CPT0088570001
Normal
0.2
CPT0077490003
Tumor
0.2
CPT0086970003
Normal
0.1
CPT0025880003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0023360001
Normal
0.1
CPT0079300001
Normal
0.1
CPT0014450004
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0063640001
Normal
0.1
CPT0078990003
Tumor
0.1
CPT0088780001
Normal
0.1
CPT0079480003
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0001550001
Normal
0.1
CPT0025580004
Tumor
0.1
CPT0001260009
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0075130003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0002270011
Tumor
0.1
CPT0007470001
Normal
0.1
CPT0079510001
Normal
0.1
CPT0025110003
Tumor
0.1
CPT0088710001
Normal
0.1
CPT0006440003
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0086890003
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0079410003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0087050003
Normal
0.1
CPT0001350001
Normal
0.1
CPT0092310003
Normal
0.1
CPT0092740003
Normal
0.1
CPT0002350011
Tumor
0.1
CPT0023710001
Normal
0.1
CPT0077500001
Normal
0.1
CPT0088500001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0025230003
Tumor
0.1
CPT0025920001
Normal
0.1
CPT0075560003
Tumor
0.1
CPT0065750003
Tumor
0.1
CPT0015910003
Tumor
0.1
CPT0012640003
Normal
0.1
CPT0023350003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0064400001
Normal
0.1
CPT0092800003
Normal
0.1
CPT0069010001
Normal
0.1
CPT0000660001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0088900003
Tumor
0.0
CPT0000790001
Normal
0.0
CPT0020130001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0015730003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0025290003
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0085670003
Tumor
0.0
CPT0065450001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0014370004
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0012090003
Normal
0.0
CPT0066430001
Normal
0.0
CPT0089460004
Tumor
0.0
CPT0081620001
Normal
0.0
CPT0079000001
Normal
0.0
CPT0009000003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0081990003
Tumor
0.0
CPT0001230001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0065930003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0084560003
Tumor
0.0
CPT0006900003
Tumor
0.0
CPT0078940001
Normal
0.0
CPT0077140001
Normal
0.0
CPT0026420001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0007870001
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0021240003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0010160003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0078840001
Normal
0.0
CPT0009020003
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0025610001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0082010001
Normal
0.0
CPT0089480003
Normal
0.0
CPT0014350001
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0012920003
Normal
0.0
CPT0014160003
Tumor
0.0
CPT0009060003
Tumor
0.0
CPT0086360003
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0007860003
Tumor
-0.1
CPT0063320003
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0011410003
Tumor
-0.1
CPT0006730001
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0025050003
Tumor
-0.1
CPT0079380003
Tumor
-0.1
CPT0020020001
Normal
-0.1
CPT0088550004
Tumor
-0.1
CPT0078670001
Normal
-0.1
CPT0024680001
Normal
-0.1
CPT0063630003
Tumor
-0.1
CPT0000780007
Tumor
-0.1
CPT0011240003
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0020120003
Tumor
-0.2
CPT0081880003
Tumor
-0.2
CPT0088690003
Tumor
-0.2
CPT0001500009
Tumor
-0.2
CPT0064370003
Tumor
-0.2
CPT0012670003
Tumor
-0.2
CPT0012570003
Normal
-0.2
CPT0086950003
Tumor
-0.2
CPT0013790003
Normal
-0.2
CPT0078530001
Normal
-0.2
CPT0076330003
Tumor
-0.2
CPT0024670003
Tumor
-0.3
CPT0069160003
Tumor
-0.3
CPT0012900004
Tumor
-0.3
CPT0078510003
Tumor
-0.3
CPT0017410003
Tumor
-0.3
CPT0012180003
Tumor
-0.3
CPT0012770003
Normal
-0.4
CPT0012280003
Tumor
-0.4
CPT0012550003
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
