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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.
CSNK1D is potential prognostic, high expression is unfavorable in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
38.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
77.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
66.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
65.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
65.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
60.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
57.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
57.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
56.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
55.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
54.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
51.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
50.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
50.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
49.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
49.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
46.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
45.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
43.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
43.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
43.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
42.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
42.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
41.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
40.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
40.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
39.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
38.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
37.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
37.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
37.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
37.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
37.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
37.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
36.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
36.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
36.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
36.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
36.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
35.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
34.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
34.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
33.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
33.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
33.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
32.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
31.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
31.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
30.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
30.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
30.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
28.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
28.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
26.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
25.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
23.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
23.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
22.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
22.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
19.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
17.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
16.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
15.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
13.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 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.
CSNK1D 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
36.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
146.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
120.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
105.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
102.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
97.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
90.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
89.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
84.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
80.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
77.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
76.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
74.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
73.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
69.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
67.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
67.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
67.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
67.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
66.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
65.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
64.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
64.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
64.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
64.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
63.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
62.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
59.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
59.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
59.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
59.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
58.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
57.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
57.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
57.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
57.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
57.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
56.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
56.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
56.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
55.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
55.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
55.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
55.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
55.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
54.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
54.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
54.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
54.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
54.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
53.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
53.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
53.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
53.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
53.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
52.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
52.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
52.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
52.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
52.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
51.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
51.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
51.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
51.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
51.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
51.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
50.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
50.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
50.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
49.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
49.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
49.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
49.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
49.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
49.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
49.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
48.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
48.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
48.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
48.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
48.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
48.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
47.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
47.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
47.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
47.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
47.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
47.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
46.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
46.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
46.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
46.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
46.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
46.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
46.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
46.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
46.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
45.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
45.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
45.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
45.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
45.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
45.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
45.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
45.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
45.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
45.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
45.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
44.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
44.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
44.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
44.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
44.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
44.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
44.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
44.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
44.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
44.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
44.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
44.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
44.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
44.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
43.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
43.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
43.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
43.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
43.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
43.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
43.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
43.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
43.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
43.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
43.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
43.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
42.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
42.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
42.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
42.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
42.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
42.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
42.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
42.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
42.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
42.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
42.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
42.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
42.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
41.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
41.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
41.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
41.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
41.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
41.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
41.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
41.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
41.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
41.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
41.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
41.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
41.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
41.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
41.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
41.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
41.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
41.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
40.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
40.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
40.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
40.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
40.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
40.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
40.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
40.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
40.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
40.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
40.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
40.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
39.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
39.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
39.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
39.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
39.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
39.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
39.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
39.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
39.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
39.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
39.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
39.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
39.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
39.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
39.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
39.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
38.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
38.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
38.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
38.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
38.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
38.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
38.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
38.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
38.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
38.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
38.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
38.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
38.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
38.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
38.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
38.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
38.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
38.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
38.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
38.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
38.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
37.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
37.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
37.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
37.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
37.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
37.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
37.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
37.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
37.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
37.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
37.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
37.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
37.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
37.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
37.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
37.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
37.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
37.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
36.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
36.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
36.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
36.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
36.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
36.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
36.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
36.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
36.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
36.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
36.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
36.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
36.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
36.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
36.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
36.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
36.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
35.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
35.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
35.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
35.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
35.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
35.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
35.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
35.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
35.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
35.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
35.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
35.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
35.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
35.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
35.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
35.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
34.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
34.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
34.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
34.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
34.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
34.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
34.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
34.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
34.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
34.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
34.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
34.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
34.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
34.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
34.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
34.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
34.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
33.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
33.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
33.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
33.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
33.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
33.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
33.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
33.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
33.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
33.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
33.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
33.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
33.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
33.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
33.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
33.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
33.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
33.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
33.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
33.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
32.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
32.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
32.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
32.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
32.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
32.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
32.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
32.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
32.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
32.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
32.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
32.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
32.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
32.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
32.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
32.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
32.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
32.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
32.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
31.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
31.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
31.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
31.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
31.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
31.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
31.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
31.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
31.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
31.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
31.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
31.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
31.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
31.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
31.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
31.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
30.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
30.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
30.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
30.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
30.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
30.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
30.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
30.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
30.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
30.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
30.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
30.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
30.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
30.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
30.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
30.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
30.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
30.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
30.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
30.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
30.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
30.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
30.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
30.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
30.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
30.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
29.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
29.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
29.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
29.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
29.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
29.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
29.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
29.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
29.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
29.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
29.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
29.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
29.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
29.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
29.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
28.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
28.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
28.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
28.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
28.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
28.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
28.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
28.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
28.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
28.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
27.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
27.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
27.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
27.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
27.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
27.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
27.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
27.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
27.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
27.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
27.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
26.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
26.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
26.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
26.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
26.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
26.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
26.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
26.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
26.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
26.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
25.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
25.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
25.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
25.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
25.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
25.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
25.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
25.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
25.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
25.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
25.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
25.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
25.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
25.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
25.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
25.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
25.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
24.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
24.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
24.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
24.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
24.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
24.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
24.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
24.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
24.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
24.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
24.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
24.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
23.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
23.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
23.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
23.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
23.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
23.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
23.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
23.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
23.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
23.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
22.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
22.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
22.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
22.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
22.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
22.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
22.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
22.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
22.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
22.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
22.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
21.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
21.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
21.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
21.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
21.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
21.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
20.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
20.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
20.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
20.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
20.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
20.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
20.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
19.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
19.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
19.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
19.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
19.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
19.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
19.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
19.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
19.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
19.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
19.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
19.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
18.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
18.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
18.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
18.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
18.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
17.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
17.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
17.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
17.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
17.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
17.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
16.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
16.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
16.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
16.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
16.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
16.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
15.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
15.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
15.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
14.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
14.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
14.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
13.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
12.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
12.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
12.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
12.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
11.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
11.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
11.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
11.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
10.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
6.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
6.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
6.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
6.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CSNK1D 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
42.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
80.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
72.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
70.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
69.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
64.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
64.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
64.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
61.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
60.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
58.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
57.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
57.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
56.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
56.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
56.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
53.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
53.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
53.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
50.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
49.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
49.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
49.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
48.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
48.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
48.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
47.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
47.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
47.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
47.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
46.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
46.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
46.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
46.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
45.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
45.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
45.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
45.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
45.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
44.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
44.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
44.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
42.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
42.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
42.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
42.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
41.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
41.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
40.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
40.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
40.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
40.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
40.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
40.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
40.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
39.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
39.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
39.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
39.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
39.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
39.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
39.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
38.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
38.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
38.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
38.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
38.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
38.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
38.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
37.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
37.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
37.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
37.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
36.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
36.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
36.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
36.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
35.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
35.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
34.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
34.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
34.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
34.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
33.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
31.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
30.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
29.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
28.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
28.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
28.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
28.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
28.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
27.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
27.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
27.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
26.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
25.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
25.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
24.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
19.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 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.
CSNK1D 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
69.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
148.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
140.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
130.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
127.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
126.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
125.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
123.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
122.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
119.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
118.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
118.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
118.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
116.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
116.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
113.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
113.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
110.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
110.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
110.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
109.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
109.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
108.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
107.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
106.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
106.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
105.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
103.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
102.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
102.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
102.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
102.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
102.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
101.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
100.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
99.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
99.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
99.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
98.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
98.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
97.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
97.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
97.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
96.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
96.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
96.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
95.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
95.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
95.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
94.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
94.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
94.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
93.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
93.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
93.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
93.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
93.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
93.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
92.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
92.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
92.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
91.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
90.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
89.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
88.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
88.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
88.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
87.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
87.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
87.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
87.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
87.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
86.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
86.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
85.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
84.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
84.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
84.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
84.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
83.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
83.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
83.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
83.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
82.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
82.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
82.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
81.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
81.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
81.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
80.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
80.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
80.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
80.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
80.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
80.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
79.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
79.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
79.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
79.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
77.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
77.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
77.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
77.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
77.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
76.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
76.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
76.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
75.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
75.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
74.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
74.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
74.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
73.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
73.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
73.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
72.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
72.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
72.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
72.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
72.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
71.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
71.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
70.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
70.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
70.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
69.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
69.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
69.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
69.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
69.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
69.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
69.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
69.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
69.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
68.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
68.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
68.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
68.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
68.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
67.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
67.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
67.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
66.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
66.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
66.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
66.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
66.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
66.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
66.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
66.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
66.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
65.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
65.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
65.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
64.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
64.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
64.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
64.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
63.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
63.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
63.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
63.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
63.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
62.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
62.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
61.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
61.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
60.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
60.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
60.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
59.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
59.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
59.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
58.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
58.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
58.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
57.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
57.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
57.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
57.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
57.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
57.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
57.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
57.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
56.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
56.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
56.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
55.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
55.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
55.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
55.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
55.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
54.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
54.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
54.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
54.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
53.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
53.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
53.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
53.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
53.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
52.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
52.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
52.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
52.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
51.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
51.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
51.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
50.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
50.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
50.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
50.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
50.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
49.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
49.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
49.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
49.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
48.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
48.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
48.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
48.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
48.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
48.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
47.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
47.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
46.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
46.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
46.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
46.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
45.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
45.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
44.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
44.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
44.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
44.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
44.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
44.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
43.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
43.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
42.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
42.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
42.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
42.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
41.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
41.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
41.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
40.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
40.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
40.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
40.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
39.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
39.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
39.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
39.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
39.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
39.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
38.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
38.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
38.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
37.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
37.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
37.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
36.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
36.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
35.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
35.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
34.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
34.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
33.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
33.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
32.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
32.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
30.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
29.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
29.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
28.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
28.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
26.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
25.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
24.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
23.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
21.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
21.1
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078800003
Tumor
0.6
CPT0001180009
Tumor
0.4
CPT0076350001
Normal
0.3
CPT0017450001
Normal
0.3
CPT0001190001
Normal
0.3
CPT0075170001
Normal
0.3
CPT0001270001
Normal
0.3
CPT0079270003
Tumor
0.3
CPT0001340003
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0088970003
Tumor
0.2
CPT0079430001
Normal
0.2
CPT0077110003
Tumor
0.2
CPT0092740003
Normal
0.2
CPT0088570001
Normal
0.2
CPT0012090003
Normal
0.2
CPT0086830003
Normal
0.2
CPT0001350001
Normal
0.2
CPT0018250001
Normal
0.2
CPT0084590001
Normal
0.2
CPT0088480003
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0077320001
Normal
0.2
CPT0001540009
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0087050003
Normal
0.2
CPT0007320003
Tumor
0.2
CPT0088920001
Normal
0.2
CPT0065870003
Tumor
0.2
CPT0088500001
Normal
0.1
CPT0079230003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0086890003
Normal
0.1
CPT0063330001
Normal
0.1
CPT0063640001
Normal
0.1
CPT0020130001
Normal
0.1
CPT0079510001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0088710001
Normal
0.1
CPT0078990003
Tumor
0.1
CPT0092190003
Normal
0.1
CPT0069000003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0010170001
Normal
0.1
CPT0065750003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0012290003
Normal
0.1
CPT0002270011
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0026420001
Normal
0.1
CPT0078930003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0089480003
Normal
0.1
CPT0006530001
Normal
0.1
CPT0065690003
Tumor
0.1
CPT0092310003
Normal
0.1
CPT0079300001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0012640003
Normal
0.1
CPT0009080003
Normal
0.1
CPT0089040001
Normal
0.1
CPT0075560003
Tumor
0.1
CPT0025920001
Normal
0.1
CPT0025290003
Tumor
0.1
CPT0023360001
Normal
0.1
CPT0000640003
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0086970003
Normal
0.1
CPT0086030003
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0015730003
Tumor
0.1
CPT0007470001
Normal
0.1
CPT0023690003
Tumor
0.1
CPT0023710001
Normal
0.1
CPT0075130003
Tumor
0.1
CPT0075720003
Tumor
0.1
CPT0002350011
Tumor
0.1
CPT0077500001
Normal
0.1
CPT0088760003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0088640003
Normal
0.1
CPT0079410003
Tumor
0.1
CPT0077140001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0082010001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0025060001
Normal
0.1
CPT0088630003
Tumor
0.1
CPT0014450004
Tumor
0.1
CPT0001550001
Normal
0.1
CPT0025110003
Tumor
0.1
CPT0078660003
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0078840001
Normal
0.1
CPT0025350003
Tumor
0.1
CPT0066430001
Normal
0.1
CPT0011410003
Tumor
0.1
CPT0092800003
Normal
0.1
CPT0088780001
Normal
0.1
CPT0069010001
Normal
0.1
CPT0010120001
Normal
0.0
CPT0065450001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0088900003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0012370003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0000870016
Tumor
0.0
CPT0079000001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0023350003
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0007870001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0009020003
Normal
0.0
CPT0014160003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0092790003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0065820001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0025230003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0006950001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0025580004
Tumor
0.0
CPT0081600003
Tumor
0.0
CPT0014370004
Tumor
0.0
CPT0026410003
Tumor
0.0
CPT0012770003
Normal
0.0
CPT0079180003
Tumor
0.0
CPT0084560003
Tumor
0.0
CPT0001230001
Normal
0.0
CPT0065930003
Tumor
0.0
CPT0092290003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0001260009
Tumor
0.0
CPT0000790001
Normal
0.0
CPT0089460004
Tumor
0.0
CPT0025610001
Normal
0.0
CPT0014350001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0085670003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0021240003
Tumor
0.0
CPT0079380003
Tumor
-0.1
CPT0092730003
Tumor
-0.1
CPT0012080003
Tumor
-0.1
CPT0009060003
Tumor
-0.1
CPT0081990003
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0007860003
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0015910003
Tumor
-0.1
CPT0063630003
Tumor
-0.1
CPT0006730001
Normal
-0.1
CPT0089020003
Tumor
-0.1
CPT0086360003
Tumor
-0.1
CPT0078530001
Normal
-0.1
CPT0063320003
Tumor
-0.1
CPT0081880003
Tumor
-0.1
CPT0012180003
Tumor
-0.1
CPT0009000003
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0088550004
Tumor
-0.1
CPT0092160003
Tumor
-0.1
CPT0020120003
Tumor
-0.1
CPT0001500009
Tumor
-0.1
CPT0010160003
Tumor
-0.1
CPT0024670003
Tumor
-0.1
CPT0025050003
Tumor
-0.1
CPT0019990003
Tumor
-0.2
CPT0011240003
Tumor
-0.2
CPT0088690003
Tumor
-0.2
CPT0076330003
Tumor
-0.2
CPT0064370003
Tumor
-0.2
CPT0066480003
Tumor
-0.2
CPT0000780007
Tumor
-0.2
CPT0012900004
Tumor
-0.2
CPT0012670003
Tumor
-0.2
CPT0012280003
Tumor
-0.2
CPT0086950003
Tumor
-0.3
CPT0069160003
Tumor
-0.3
CPT0078510003
Tumor
-0.3
CPT0012550003
Tumor
-0.3
CPT0017410003
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
