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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.
CREB3 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
27.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
75.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
68.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
67.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
60.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
59.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
58.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
58.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
58.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
57.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
53.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
53.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
47.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
41.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
34.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
29.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
29.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
29.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
28.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
28.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
28.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
27.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
26.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
25.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
25.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
25.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
24.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
24.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
24.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
23.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
23.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
23.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
23.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
23.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
23.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
22.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
22.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
21.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
20.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
19.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
19.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
19.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
18.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
18.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
17.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
17.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
16.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
16.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
16.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
15.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
15.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
14.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
13.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
13.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
12.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
12.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
12.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
12.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
12.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
11.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
9.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 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.
CREB3 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
32.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
79.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
78.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
68.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
67.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
65.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
62.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
61.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
60.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
60.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
58.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
58.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
57.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
57.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
57.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
56.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
56.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
56.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
56.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
56.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
55.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
55.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
55.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
54.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
53.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
53.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
53.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
53.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
52.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
52.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
52.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
52.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
51.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
51.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
50.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
50.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
49.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
49.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
49.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
49.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
49.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
49.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
49.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
49.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
48.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
48.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
48.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
48.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
48.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
48.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
48.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
47.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
47.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
47.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
47.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
47.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
47.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
46.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
46.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
46.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
46.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
46.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
46.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
45.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
45.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
45.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
45.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
45.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
44.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
44.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
44.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
44.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
44.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
44.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
44.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
43.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
43.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
43.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
43.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
43.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
43.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
43.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
43.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
42.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
42.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
42.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
42.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
42.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
42.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
41.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
41.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
41.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
41.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
41.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
41.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
41.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
41.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
41.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
41.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
40.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
40.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
40.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
40.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
40.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
40.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
40.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
40.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
40.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
40.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
40.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
40.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
40.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
40.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
40.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
40.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
40.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
39.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
39.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
39.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
39.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
39.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
39.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
39.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
39.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
39.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
39.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
39.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
39.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
39.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
39.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
39.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
39.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
38.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
38.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
38.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
38.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
38.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
38.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
38.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
38.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
38.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
38.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
38.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
38.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
38.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
38.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
38.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
38.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
38.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
38.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
38.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
38.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
37.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
37.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
37.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
37.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
37.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
37.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
37.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
37.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
37.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
37.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
37.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
37.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
37.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
37.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
37.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
37.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
37.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
37.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
37.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
37.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
36.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
36.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
36.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
36.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
36.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
36.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
36.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
36.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
36.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
36.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
36.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
36.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
36.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
36.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
36.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
35.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
35.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
35.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
35.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
35.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
35.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
35.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
35.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
35.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
35.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
35.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
35.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
35.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
35.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
34.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
34.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
34.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
34.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
34.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
34.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
34.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
34.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
34.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
34.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
34.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
34.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
34.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
34.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
34.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
33.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
33.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
33.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
33.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
33.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
33.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
33.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
33.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
33.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
33.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
33.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
33.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
33.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
33.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
33.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
33.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
33.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
33.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
33.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
33.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
32.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
32.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
32.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
32.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
32.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
32.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
32.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
32.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
32.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
32.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
32.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
32.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
32.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
32.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
32.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
32.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
32.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
32.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
32.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
32.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
32.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
32.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
32.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
32.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
31.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
31.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
31.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
31.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
31.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
31.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
31.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
31.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
31.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
31.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
31.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
31.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
30.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
30.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
30.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
30.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
30.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
30.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
30.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
30.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
30.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
30.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
30.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
30.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
30.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
30.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
30.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
30.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
30.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
30.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
30.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
30.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
30.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
30.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
30.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
30.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
30.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
29.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
29.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
29.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
29.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
29.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
29.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
29.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
29.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
29.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
29.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
29.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
29.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
29.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
29.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
29.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
29.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
29.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
29.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
29.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
29.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
29.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
28.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
28.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
28.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
28.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
28.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
28.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
28.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
28.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
28.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
28.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
28.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
27.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
27.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
27.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
27.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
27.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
27.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
27.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
27.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
27.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
27.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
27.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
27.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
27.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
27.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
27.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
27.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
26.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
26.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
26.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
26.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
26.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
26.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
26.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
26.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
26.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
26.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
26.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
26.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
26.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
26.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
26.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
26.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
26.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
26.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
26.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
26.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
25.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
25.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
25.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
25.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
25.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
25.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
25.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
25.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
25.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
25.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
25.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
25.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
25.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
25.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
25.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
25.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
24.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
24.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
24.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
24.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
24.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
24.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
24.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
24.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
24.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
24.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
24.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
24.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
24.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
24.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
24.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
24.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
24.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
24.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
23.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
23.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
23.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
23.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
23.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
23.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
23.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
23.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
23.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
23.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
23.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
23.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
23.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
23.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
23.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
23.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
23.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
23.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
22.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
22.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
22.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
22.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
22.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
22.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
22.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
22.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
22.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
22.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
22.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
22.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
22.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
22.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
21.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
21.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
21.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
21.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
21.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
21.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
21.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
21.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
21.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
21.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
21.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
21.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
21.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
21.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
21.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
20.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
20.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
20.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
20.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
20.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
20.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
20.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
20.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
20.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
20.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
20.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
20.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
20.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
19.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
19.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
19.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
19.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
19.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
19.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
19.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
19.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
19.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
19.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
19.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
19.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
19.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
18.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
18.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
18.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
18.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
18.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
18.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
18.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
18.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
18.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
18.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
18.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
17.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
17.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
17.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
17.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
17.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
17.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
17.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
16.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
16.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
16.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
16.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
16.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
16.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
16.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
16.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
16.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
16.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
16.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
16.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
15.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
15.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
15.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
15.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
15.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
14.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
14.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
14.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
14.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
14.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
14.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
13.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
13.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
12.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
12.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
12.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
11.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
11.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
11.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 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.
CREB3 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
29.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
59.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
57.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
56.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
54.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
53.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
49.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
46.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
46.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
43.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
42.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
42.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
42.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
41.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
39.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
39.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
38.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
38.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
37.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
37.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
37.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
36.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
36.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
36.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
35.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
35.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
35.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
35.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
35.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
34.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
34.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
34.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
33.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
33.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
33.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
33.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
33.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
33.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
33.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
32.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
32.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
31.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
31.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
31.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
31.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
30.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
30.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
30.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
29.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
28.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
28.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
28.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
28.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
27.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
27.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
27.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
27.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
27.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
27.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
26.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
26.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
26.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
26.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
25.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
24.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
24.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
24.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
24.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
24.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
24.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
24.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
23.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
23.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
23.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
23.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
23.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
23.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
23.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
22.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
22.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
21.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
21.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
21.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
21.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
20.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
19.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
18.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
18.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
17.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
17.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
17.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
17.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
17.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
16.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
16.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
15.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
15.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
14.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
14.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
13.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 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.
CREB3 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
31.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
83.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
79.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
76.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
73.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
71.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
71.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
68.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
68.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
66.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
64.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
62.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
60.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
60.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
60.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
59.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
59.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
57.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
57.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
57.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
57.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
56.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
56.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
56.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
55.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
55.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
55.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
54.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
53.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
52.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
51.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
51.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
50.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
50.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
50.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
50.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
48.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
48.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
48.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
47.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
47.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
47.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
47.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
46.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
46.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
45.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
44.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
44.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
44.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
43.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
43.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
43.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
43.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
43.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
42.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
42.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
42.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
41.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
41.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
41.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
41.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
41.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
41.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
40.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
39.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
39.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
39.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
39.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
39.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
39.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
38.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
38.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
38.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
37.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
37.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
37.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
36.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
36.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
35.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
35.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
35.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
35.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
35.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
35.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
34.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
34.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
34.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
34.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
33.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
33.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
33.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
33.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
33.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
33.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
33.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
33.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
32.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
32.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
32.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
32.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
32.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
32.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
31.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
31.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
31.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
31.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
31.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
31.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
31.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
31.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
30.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
30.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
30.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
30.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
30.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
30.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
29.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
29.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
29.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
29.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
29.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
29.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
29.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
29.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
29.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
28.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
28.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
28.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
28.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
28.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
28.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
28.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
28.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
28.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
28.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
28.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
28.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
28.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
28.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
28.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
27.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
27.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
27.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
27.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
27.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
27.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
27.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
27.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
27.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
27.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
27.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
27.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
27.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
26.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
26.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
26.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
26.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
26.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
26.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
26.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
26.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
26.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
26.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
26.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
26.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
26.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
26.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
26.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
25.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
25.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
25.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
25.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
25.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
25.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
25.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
25.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
25.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
25.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
25.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
25.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
25.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
25.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
25.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
25.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
25.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
25.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
25.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
25.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
25.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
25.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
25.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
25.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
24.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
24.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
24.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
24.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
24.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
24.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
24.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
24.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
23.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
23.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
23.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
23.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
23.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
23.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
23.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
23.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
23.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
23.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
22.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
22.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
22.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
22.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
22.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
22.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
22.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
22.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
22.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
22.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
21.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
21.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
21.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
21.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
21.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
21.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
21.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
21.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
21.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
20.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
20.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
20.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
20.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
20.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
19.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
19.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
19.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
19.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
19.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
18.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
18.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
18.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
18.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
18.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
18.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
18.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
18.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
17.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
17.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
17.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
17.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
17.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
17.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
17.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
17.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
17.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
17.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
17.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
16.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
16.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
16.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
16.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
16.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
15.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
15.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
15.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
15.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
15.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
14.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
14.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
14.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
14.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
13.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
13.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
12.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
12.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
11.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
11.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
7.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
4.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
