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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.
GSK3A is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
47.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
136.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
130.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
127.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
110.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
97.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
88.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
88.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
77.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
76.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
72.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
72.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
55.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
53.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
53.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
52.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
52.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
50.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
50.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
49.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
49.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
49.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
47.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
47.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
46.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
46.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
45.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
43.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
43.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
42.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
41.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
40.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
40.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
38.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
38.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
37.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
37.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
36.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
35.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
35.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
35.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
34.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
34.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
33.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
32.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
32.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
32.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
31.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
31.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
31.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
30.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
28.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
27.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
26.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
26.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
26.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
25.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
24.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
24.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
22.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
21.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
18.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
16.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
15.4
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.
GSK3A is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
32.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
101.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
84.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
74.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
71.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
70.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
60.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
58.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
58.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
57.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
57.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
56.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
55.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
54.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
52.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
51.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
51.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
50.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
50.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
50.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
49.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
49.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
49.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
49.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
49.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
49.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
48.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
48.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
47.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
47.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
47.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
47.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
46.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
46.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
46.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
46.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
46.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
45.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
45.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
45.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
45.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
44.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
44.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
44.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
44.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
44.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
44.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
44.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
44.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
44.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
43.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
43.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
43.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
43.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
43.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
43.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
43.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
43.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
43.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
43.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
43.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
43.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
43.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
43.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
42.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
42.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
42.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
42.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
42.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
42.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
42.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
42.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
42.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
42.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
42.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
42.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
42.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
42.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
41.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
41.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
41.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
41.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
41.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
41.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
41.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
41.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
41.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
41.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
41.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
40.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
40.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
40.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
40.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
40.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
40.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
40.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
40.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
40.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
40.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
40.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
40.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
40.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
40.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
40.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
40.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
39.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
39.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
39.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
39.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
39.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
39.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
39.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
39.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
39.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
39.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
39.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
39.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
39.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
39.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
39.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
39.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
39.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
39.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
39.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
38.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
38.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
38.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
38.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
38.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
38.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
38.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
38.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
38.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
38.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
38.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
38.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
38.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
38.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
38.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
38.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
38.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
38.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
38.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
38.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
37.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
37.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
37.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
37.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
37.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
37.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
37.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
37.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
37.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
37.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
37.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
37.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
37.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
37.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
37.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
37.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
37.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
37.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
37.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
37.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
37.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
37.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
36.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
36.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
36.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
36.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
36.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
36.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
36.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
36.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
36.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
36.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
36.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
36.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
36.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
36.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
36.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
36.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
36.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
36.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
36.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
36.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
35.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
35.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
35.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
35.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
35.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
35.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
35.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
35.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
35.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
35.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
35.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
35.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
35.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
35.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
35.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
35.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
35.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
35.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
35.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
35.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
35.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
35.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
35.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
35.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
35.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
35.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
35.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
35.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
35.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
35.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
35.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
34.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
34.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
34.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
34.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
34.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
34.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
34.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
34.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
34.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
34.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
34.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
34.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
34.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
34.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
34.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
34.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
34.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
34.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
34.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
34.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
34.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
34.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
33.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
33.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
33.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
33.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
33.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
33.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
33.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
33.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
33.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
33.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
33.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
33.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
33.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
33.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
33.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
33.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
33.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
33.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
33.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
33.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
33.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
32.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
32.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
32.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
32.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
32.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
32.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
32.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
32.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
32.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
32.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
32.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
32.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
32.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
32.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
32.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
32.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
32.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
32.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
32.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
32.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
32.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
32.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
32.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
32.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
31.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
31.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
31.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
31.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
31.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
31.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
31.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
31.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
31.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
31.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
31.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
31.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
31.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
31.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
31.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
31.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
31.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
31.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
31.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
31.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
31.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
31.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
31.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
31.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
31.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
31.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
30.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
30.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
30.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
30.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
30.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
30.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
30.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
30.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
30.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
30.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
30.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
30.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
30.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
30.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
30.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
30.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
30.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
29.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
29.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
29.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
29.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
29.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
29.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
29.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
29.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
29.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
29.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
29.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
29.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
29.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
29.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
29.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
29.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
29.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
29.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
29.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
28.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
28.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
28.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
28.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
28.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
28.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
28.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
28.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
28.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
28.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
28.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
28.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
28.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
28.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
28.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
28.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
27.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
27.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
27.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
27.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
27.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
27.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
27.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
27.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
27.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
27.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
27.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
27.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
27.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
26.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
26.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
26.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
26.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
26.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
26.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
26.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
26.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
26.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
26.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
26.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
26.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
26.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
26.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
26.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
26.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
26.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
25.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
25.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
25.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
25.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
25.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
25.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
25.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
25.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
25.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
25.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
25.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
25.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
25.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
25.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
25.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
24.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
24.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
24.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
24.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
24.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
24.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
24.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
24.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
24.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
24.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
24.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
24.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
24.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
24.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
24.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
23.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
23.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
23.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
23.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
23.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
23.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
23.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
23.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
23.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
23.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
23.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
22.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
22.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
22.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
22.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
22.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
22.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
22.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
21.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
21.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
21.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
21.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
21.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
21.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
20.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
20.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
20.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
20.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
20.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
20.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
19.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
19.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
19.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
19.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
19.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
19.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
19.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
18.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
18.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
18.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
18.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
18.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
18.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
17.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
17.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
17.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
17.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
17.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
17.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
17.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
17.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
16.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
16.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
16.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
16.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
16.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
16.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
16.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
16.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
16.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
16.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
16.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
16.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
15.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
15.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
15.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
15.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
14.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
14.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
14.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
14.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
14.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
14.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
14.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
14.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
13.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
13.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
13.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
13.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
13.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
12.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
12.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
12.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
11.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
10.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
10.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
10.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
10.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
10.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
10.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
9.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
9.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
9.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
9.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
7.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
7.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
7.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
6.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
3.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 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.
GSK3A 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
33.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
54.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
46.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
46.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
46.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
45.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
44.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
44.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
44.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
44.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
42.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
42.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
42.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
42.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
41.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
41.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
41.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
41.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
41.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
41.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
40.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
40.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
40.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
40.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
40.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
40.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
39.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
39.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
38.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
38.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
38.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
37.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
37.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
36.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
36.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
36.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
36.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
36.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
36.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
35.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
35.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
35.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
35.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
35.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
34.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
34.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
34.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
34.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
34.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
33.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
33.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
33.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
33.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
32.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
32.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
32.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
32.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
32.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
32.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
32.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
32.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
32.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
31.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
31.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
31.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
31.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
31.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
31.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
31.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
31.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
30.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
30.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
30.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
29.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
27.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
27.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
27.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
27.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
27.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
27.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
27.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
27.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
26.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
26.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
26.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
26.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
26.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
25.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
25.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
24.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
24.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
23.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
23.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
22.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
22.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
21.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
21.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
20.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
19.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GSK3A 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
45.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
259.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
250.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
231.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
218.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
217.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
212.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
185.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
183.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
181.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
174.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
171.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
163.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
141.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
135.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
134.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
129.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
127.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
114.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
113.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
113.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
99.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
98.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
94.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
94.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
93.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
91.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
90.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
87.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
86.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
84.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
81.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
80.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
79.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
75.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
75.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
68.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
68.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
68.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
68.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
68.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
65.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
65.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
65.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
64.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
64.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
62.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
60.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
60.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
60.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
59.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
58.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
58.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
58.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
57.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
57.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
56.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
55.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
54.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
54.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
54.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
54.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
53.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
53.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
53.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
51.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
51.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
51.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
51.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
50.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
50.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
50.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
50.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
49.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
49.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
49.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
49.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
49.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
49.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
49.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
48.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
47.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
47.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
47.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
47.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
46.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
46.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
46.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
45.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
45.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
45.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
45.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
45.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
44.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
43.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
43.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
43.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
43.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
42.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
42.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
42.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
42.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
41.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
41.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
41.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
41.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
41.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
40.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
39.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
38.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
38.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
37.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
37.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
37.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
37.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
36.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
36.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
36.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
36.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
36.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
36.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
35.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
35.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
35.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
35.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
35.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
35.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
35.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
34.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
34.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
34.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
34.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
34.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
34.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
34.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
34.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
34.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
34.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
33.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
33.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
33.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
33.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
33.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
33.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
32.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
32.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
32.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
32.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
32.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
32.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
31.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
31.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
31.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
31.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
31.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
31.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
31.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
31.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
31.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
30.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
30.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
30.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
30.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
30.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
30.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
29.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
29.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
29.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
29.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
29.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
29.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
29.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
29.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
28.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
28.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
28.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
28.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
28.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
28.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
28.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
28.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
28.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
28.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
28.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
27.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
27.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
27.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
27.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
27.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
27.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
27.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
27.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
27.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
27.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
26.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
26.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
26.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
26.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
25.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
25.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
25.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
25.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
24.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
24.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
24.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
24.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
24.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
24.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
24.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
23.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
23.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
23.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
23.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
23.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
23.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
23.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
23.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
22.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
22.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
22.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
22.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
22.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
22.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
21.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
21.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
21.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
21.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
21.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
21.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
21.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
21.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
20.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
20.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
20.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
20.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
20.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
20.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
20.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
20.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
20.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
20.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
19.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
19.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
19.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
19.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
19.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
19.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
19.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
19.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
18.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
18.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
18.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
16.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
16.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
16.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
15.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
15.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
15.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
14.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
14.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
14.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
14.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
13.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
13.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
13.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
13.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
13.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
12.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
12.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
11.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
11.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
11.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
11.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
10.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
10.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
9.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
9.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
8.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
7.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
7.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
3.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
2.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
2.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
0.5
CPT0079180003
Tumor
0.4
CPT0076350001
Normal
0.4
CPT0002350011
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0088480003
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0079270003
Tumor
0.3
CPT0026410003
Tumor
0.3
CPT0012570003
Normal
0.3
CPT0006530001
Normal
0.3
CPT0012090003
Normal
0.3
CPT0079430001
Normal
0.2
CPT0012770003
Normal
0.2
CPT0017450001
Normal
0.2
CPT0065450001
Normal
0.2
CPT0025610001
Normal
0.2
CPT0078660003
Tumor
0.2
CPT0009080003
Normal
0.2
CPT0066430001
Normal
0.2
CPT0023350003
Tumor
0.2
CPT0014450004
Tumor
0.2
CPT0025060001
Normal
0.2
CPT0011410003
Tumor
0.2
CPT0013790003
Normal
0.2
CPT0006950001
Normal
0.2
CPT0092740003
Normal
0.2
CPT0025230003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0024680001
Normal
0.2
CPT0085670003
Tumor
0.2
CPT0077140001
Normal
0.2
CPT0077110003
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0012290003
Normal
0.2
CPT0075570001
Normal
0.1
CPT0088920001
Normal
0.1
CPT0092800003
Normal
0.1
CPT0075720003
Tumor
0.1
CPT0088970003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0000790001
Normal
0.1
CPT0009060003
Tumor
0.1
CPT0006440003
Tumor
0.1
CPT0065870003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0006730001
Normal
0.1
CPT0001350001
Normal
0.1
CPT0023360001
Normal
0.1
CPT0015910003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0026420001
Normal
0.1
CPT0086970003
Normal
0.1
CPT0020130001
Normal
0.1
CPT0089040001
Normal
0.1
CPT0075560003
Tumor
0.1
CPT0087050003
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0092310003
Normal
0.1
CPT0001190001
Normal
0.1
CPT0012640003
Normal
0.1
CPT0079510001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0020020001
Normal
0.1
CPT0012280003
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0025350003
Tumor
0.1
CPT0071150004
Tumor
0.1
CPT0014130001
Normal
0.1
CPT0063640001
Normal
0.1
CPT0066480003
Tumor
0.1
CPT0025920001
Normal
0.1
CPT0089480003
Normal
0.1
CPT0025110003
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0001550001
Normal
0.1
CPT0088710001
Normal
0.1
CPT0009020003
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0078800003
Tumor
0.1
CPT0088570001
Normal
0.1
CPT0078530001
Normal
0.1
CPT0010170001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0007320003
Tumor
0.0
CPT0078990003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0086870003
Tumor
0.0
CPT0075130003
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0001270001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0077500001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0082010001
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0088900003
Tumor
0.0
CPT0084560003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0001260009
Tumor
0.0
CPT0079300001
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0000780007
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0088630003
Tumor
0.0
CPT0001230001
Normal
0.0
CPT0000640003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0075170001
Normal
0.0
CPT0025580004
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0078840001
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0006900003
Tumor
0.0
CPT0002270011
Tumor
0.0
CPT0081990003
Tumor
0.0
CPT0025050003
Tumor
-0.1
CPT0077490003
Tumor
-0.1
CPT0000660001
Normal
-0.1
CPT0015730003
Tumor
-0.1
CPT0012180003
Tumor
-0.1
CPT0012900004
Tumor
-0.1
CPT0079000001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0065930003
Tumor
-0.1
CPT0021240003
Tumor
-0.1
CPT0014370004
Tumor
-0.1
CPT0086820003
Tumor
-0.1
CPT0014470001
Normal
-0.1
CPT0079410003
Tumor
-0.1
CPT0012550003
Tumor
-0.1
CPT0084590001
Normal
-0.1
CPT0092190003
Normal
-0.1
CPT0081600003
Tumor
-0.1
CPT0088550004
Tumor
-0.1
CPT0078930003
Tumor
-0.1
CPT0001180009
Tumor
-0.1
CPT0078830003
Tumor
-0.1
CPT0076330003
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0077320001
Normal
-0.1
CPT0081880003
Tumor
-0.1
CPT0017410003
Tumor
-0.1
CPT0017850003
Tumor
-0.2
CPT0086030003
Tumor
-0.2
CPT0087040003
Tumor
-0.2
CPT0092160003
Tumor
-0.2
CPT0066470004
Tumor
-0.2
CPT0079380003
Tumor
-0.2
CPT0007860003
Tumor
-0.2
CPT0065690003
Tumor
-0.2
CPT0092730003
Tumor
-0.2
CPT0086360003
Tumor
-0.2
CPT0025170003
Tumor
-0.2
CPT0014160003
Tumor
-0.2
CPT0086950003
Tumor
-0.2
CPT0010160003
Tumor
-0.2
CPT0020120003
Tumor
-0.2
CPT0069160003
Tumor
-0.2
CPT0089460004
Tumor
-0.2
CPT0092290003
Tumor
-0.2
CPT0006630003
Tumor
-0.3
CPT0092790003
Tumor
-0.3
CPT0023690003
Tumor
-0.3
CPT0063630003
Tumor
-0.3
CPT0019990003
Tumor
-0.3
CPT0089020003
Tumor
-0.3
CPT0025290003
Tumor
-0.4
CPT0001500009
Tumor
-0.7
CPT0078510003
Tumor
-0.7
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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
