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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.
CPEB2 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
18.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
49.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
48.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
47.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
45.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
36.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
32.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
32.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
30.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
27.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
25.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
25.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
25.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
25.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
24.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
23.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
23.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
23.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
22.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
22.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
21.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
21.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
20.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
20.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
20.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
18.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
18.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
17.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
16.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
16.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
15.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
15.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
14.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
14.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
14.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
14.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
13.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
13.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
13.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
12.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
12.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
12.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
12.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
12.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
12.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
12.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
12.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
11.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
11.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
11.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
10.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
10.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
10.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
10.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
10.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
9.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
9.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
9.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
7.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
6.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
6.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
5.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
5.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
5.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 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.
CPEB2 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
96.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
76.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
65.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
64.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
64.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
60.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
60.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
57.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
55.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
53.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
52.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
51.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
48.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
48.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
47.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
45.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
45.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
44.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
43.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
43.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
42.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
41.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
41.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
40.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
40.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
40.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
38.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
38.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
38.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
37.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
37.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
37.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
37.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
36.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
36.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
36.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
35.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
35.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
35.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
34.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
34.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
33.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
33.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
33.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
32.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
32.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
32.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
31.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
31.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
31.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
31.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
31.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
31.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
31.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
31.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
30.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
30.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
30.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
30.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
30.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
30.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
30.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
30.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
30.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
29.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
29.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
29.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
29.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
29.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
29.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
28.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
28.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
28.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
28.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
28.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
28.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
28.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
28.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
28.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
28.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
27.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
27.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
27.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
27.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
27.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
27.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
27.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
27.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
27.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
27.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
26.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
26.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
26.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
26.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
26.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
26.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
25.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
25.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
25.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
25.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
25.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
25.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
25.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
25.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
25.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
24.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
24.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
24.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
24.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
24.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
24.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
24.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
24.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
24.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
24.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
24.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
24.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
24.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
24.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
24.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
24.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
23.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
23.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
23.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
23.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
23.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
23.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
23.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
23.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
23.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
23.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
23.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
23.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
23.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
23.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
23.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
23.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
23.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
23.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
23.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
22.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
22.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
22.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
22.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
22.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
22.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
22.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
22.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
22.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
22.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
22.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
22.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
22.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
21.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
21.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
21.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
21.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
21.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
21.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
21.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
21.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
21.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
21.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
21.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
21.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
21.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
21.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
21.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
21.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
21.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
21.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
21.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
21.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
21.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
20.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
20.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
20.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
20.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
20.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
20.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
20.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
20.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
20.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
20.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
20.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
20.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
20.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
20.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
20.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
20.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
20.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
19.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
19.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
19.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
19.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
19.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
19.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
19.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
19.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
19.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
19.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
19.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
19.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
19.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
19.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
19.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
19.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
19.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
18.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
18.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
18.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
18.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
18.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
18.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
18.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
18.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
18.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
18.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
18.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
18.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
18.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
18.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
18.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
18.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
18.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
18.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
18.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
18.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
18.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
18.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
18.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
17.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
17.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
17.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
17.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
17.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
17.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
17.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
17.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
17.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
17.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
17.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
17.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
17.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
17.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
17.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
17.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
17.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
17.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
17.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
17.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
17.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
17.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
17.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
17.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
16.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
16.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
16.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
16.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
16.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
16.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
16.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
16.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
16.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
16.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
16.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
16.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
16.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
16.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
16.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
16.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
16.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
16.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
16.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
16.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
16.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
16.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
16.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
15.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
15.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
15.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
15.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
15.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
15.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
15.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
15.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
15.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
15.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
15.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
15.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
15.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
15.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
15.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
15.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
15.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
15.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
14.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
14.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
14.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
14.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
14.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
14.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
14.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
14.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
14.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
14.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
14.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
14.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
14.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
14.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
14.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
14.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
14.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
14.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
14.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
14.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
14.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
14.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
14.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
14.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
14.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
14.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
14.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
13.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
13.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
13.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
13.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
13.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
13.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
13.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
13.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
13.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
13.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
13.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
13.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
13.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
13.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
13.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
13.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
13.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
13.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
13.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
13.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
13.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
13.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
13.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
12.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
12.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
12.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
12.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
12.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
12.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
12.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
12.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
12.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
12.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
12.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
12.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
12.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
12.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
12.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
12.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
12.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
12.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
12.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
12.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
12.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
12.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
12.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
12.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
12.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
11.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
11.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
11.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
11.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
11.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
11.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
11.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
11.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
11.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
11.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
11.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
11.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
11.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
11.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
11.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
11.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
11.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
11.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
11.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
11.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
11.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
11.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
11.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
11.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
11.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
10.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
10.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
10.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
10.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
10.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
10.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
10.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
10.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
10.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
10.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
10.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
10.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
10.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
10.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
10.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
10.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
10.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
10.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
10.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
10.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
10.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
10.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
9.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
9.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
9.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
9.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
9.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
9.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
9.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
9.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
9.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
9.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
9.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
9.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
9.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
9.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
9.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
9.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
9.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
9.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
9.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
9.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
8.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
8.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
8.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
8.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
8.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
8.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
8.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
8.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
8.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
8.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
8.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
8.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
8.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
7.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
7.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
7.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
7.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
7.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
7.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
7.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
7.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
7.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
7.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
7.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
7.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
7.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
7.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
7.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
7.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
7.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
7.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
7.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
7.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
7.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
7.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
6.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
6.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
6.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
6.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
6.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
6.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
6.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
6.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
6.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
6.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
6.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
6.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
5.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
5.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
5.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
5.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
5.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
5.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
5.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
5.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
4.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
4.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
4.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
4.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
4.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
4.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
4.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
4.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
4.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
3.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
3.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
3.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
3.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
3.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
2.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
2.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
2.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
2.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
2.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
CPEB2 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
26.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
65.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
58.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
54.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
54.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
53.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
52.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
47.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
46.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
46.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
46.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
41.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
41.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
39.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
39.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
39.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
38.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
37.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
37.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
37.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
36.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
35.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
35.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
34.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
34.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
33.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
32.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
32.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
32.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
31.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
31.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
31.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
30.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
30.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
29.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
28.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
28.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
27.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
27.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
27.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
27.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
26.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
26.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
26.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
26.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
25.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
25.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
24.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
24.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
24.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
24.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
23.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
23.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
23.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
22.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
22.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
22.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
22.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
22.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
22.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
21.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
21.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
21.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
21.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
20.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
19.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
19.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
19.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
19.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
19.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
18.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
18.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
18.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
18.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
18.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
17.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
17.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
16.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
16.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
16.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
16.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
15.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
15.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
14.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
14.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
13.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
12.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
12.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
12.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
12.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
11.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
10.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
10.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
10.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
9.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
9.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
8.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
7.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
6.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
6.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 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.
CPEB2 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
10.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
64.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
45.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
40.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
38.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
28.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
27.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
27.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
27.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
27.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
25.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
24.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
23.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
23.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
23.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
23.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
22.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
21.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
21.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
20.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
20.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
20.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
20.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
20.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
20.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
20.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
20.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
19.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
19.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
19.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
18.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
18.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
17.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
17.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
17.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
17.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
16.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
16.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
16.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
16.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
16.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
15.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
15.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
15.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
15.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
15.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
15.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
15.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
15.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
15.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
15.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
15.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
15.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
15.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
14.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
14.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
14.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
14.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
14.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
14.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
14.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
14.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
14.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
13.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
13.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
13.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
13.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
13.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
13.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
13.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
13.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
13.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
13.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
13.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
13.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
12.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
12.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
12.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
12.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
12.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
12.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
12.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
12.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
12.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
12.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
12.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
12.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
12.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
12.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
11.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
11.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
11.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
11.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
11.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
11.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
11.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
11.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
11.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
11.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
11.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
11.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
11.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
11.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
11.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
11.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
11.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
10.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
10.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
10.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
10.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
10.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
10.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
10.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
10.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
10.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
10.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
10.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
10.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
10.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
9.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
9.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
9.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
9.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
9.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
9.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
9.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
9.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
9.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
9.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
9.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
9.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
9.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
9.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
9.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
9.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
9.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
9.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
9.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
8.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
8.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
8.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
8.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
8.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
8.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
8.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
8.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
8.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
8.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
8.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
8.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
8.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
8.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
8.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
8.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
7.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
7.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
7.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
7.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
7.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
7.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
7.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
7.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
7.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
7.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
7.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
7.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
7.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
7.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
7.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
7.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
7.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
7.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
7.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
7.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
7.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
7.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
7.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
7.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
7.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
6.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
6.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
6.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
6.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
6.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
6.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
6.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
6.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
6.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
6.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
6.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
6.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
6.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
6.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
6.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
6.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
6.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
6.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
6.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
6.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
6.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
6.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
5.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
5.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
5.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
5.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
5.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
5.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
5.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
5.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
5.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
5.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
5.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
5.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
5.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
5.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
5.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
5.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
5.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
4.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
4.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
4.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
4.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
4.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
4.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
4.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
4.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
4.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
4.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
4.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
4.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
4.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
4.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
4.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
4.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
4.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
4.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
4.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
4.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
3.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
3.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
3.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
3.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
3.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
3.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
3.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
3.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
3.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
3.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
3.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
3.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
3.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
2.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
2.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
2.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
2.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
2.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
2.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
2.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
2.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
2.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
2.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
2.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
2.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
2.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
2.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
2.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
2.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
2.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
1.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
1.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
1.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
1.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
1.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
1.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
1.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
1.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
1.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.3
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001540009
Tumor
0.8
CPT0065430003
Tumor
0.6
CPT0002270011
Tumor
0.5
CPT0071150004
Tumor
0.4
CPT0001500009
Tumor
0.4
CPT0065750003
Tumor
0.4
CPT0078660003
Tumor
0.4
CPT0026410003
Tumor
0.3
CPT0079430001
Normal
0.3
CPT0063320003
Tumor
0.3
CPT0012280003
Tumor
0.3
CPT0012770003
Normal
0.3
CPT0012900004
Tumor
0.3
CPT0064370003
Tumor
0.3
CPT0015730003
Tumor
0.3
CPT0012570003
Normal
0.3
CPT0000870016
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0078930003
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0001350001
Normal
0.2
CPT0012370003
Tumor
0.2
CPT0076330003
Tumor
0.2
CPT0012550003
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0092290003
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0021240003
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0020130001
Normal
0.2
CPT0025610001
Normal
0.2
CPT0015810003
Tumor
0.2
CPT0081880003
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0006950001
Normal
0.2
CPT0025880003
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0088920001
Normal
0.2
CPT0087050003
Normal
0.2
CPT0024670003
Tumor
0.2
CPT0069000003
Tumor
0.2
CPT0006900003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0009020003
Normal
0.2
CPT0023360001
Normal
0.2
CPT0089460004
Tumor
0.2
CPT0078800003
Tumor
0.2
CPT0007860003
Tumor
0.2
CPT0013790003
Normal
0.1
CPT0012090003
Normal
0.1
CPT0019990003
Tumor
0.1
CPT0089480003
Normal
0.1
CPT0079480003
Tumor
0.1
CPT0065450001
Normal
0.1
CPT0000790001
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0092800003
Normal
0.1
CPT0009080003
Normal
0.1
CPT0086970003
Normal
0.1
CPT0081620001
Normal
0.1
CPT0011410003
Tumor
0.1
CPT0078670001
Normal
0.1
CPT0025580004
Tumor
0.1
CPT0001550001
Normal
0.1
CPT0006440003
Tumor
0.1
CPT0000890001
Normal
0.1
CPT0086360003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0092740003
Normal
0.1
CPT0010170001
Normal
0.1
CPT0088690003
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0024680001
Normal
0.1
CPT0006730001
Normal
0.1
CPT0023350003
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0088640003
Normal
0.1
CPT0088780001
Normal
0.1
CPT0079510001
Normal
0.1
CPT0001230001
Normal
0.1
CPT0081990003
Tumor
0.1
CPT0009060003
Tumor
0.1
CPT0078840001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0065810003
Tumor
0.1
CPT0012640003
Normal
0.1
CPT0092310003
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0085670003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0066470004
Tumor
0.0
CPT0001180009
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0089040001
Normal
0.0
CPT0012920003
Normal
0.0
CPT0077140001
Normal
0.0
CPT0077310003
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0017410003
Tumor
0.0
CPT0001260009
Tumor
0.0
CPT0023690003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0014350001
Normal
0.0
CPT0025060001
Normal
0.0
CPT0011240003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0077110003
Tumor
0.0
CPT0089020003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0023710001
Normal
0.0
CPT0066430001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0078530001
Normal
0.0
CPT0018250001
Normal
0.0
CPT0025050003
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0065930003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0026420001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0000640003
Tumor
0.0
CPT0025230003
Tumor
0.0
CPT0017850003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0082010001
Normal
0.0
CPT0079380003
Tumor
0.0
CPT0078510003
Tumor
-0.1
CPT0014370004
Tumor
-0.1
CPT0088480003
Tumor
-0.1
CPT0010160003
Tumor
-0.1
CPT0069160003
Tumor
-0.1
CPT0001510001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0065690003
Tumor
-0.1
CPT0077500001
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0088900003
Tumor
-0.1
CPT0012080003
Tumor
-0.1
CPT0025350003
Tumor
-0.1
CPT0075570001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0088970003
Tumor
-0.1
CPT0075170001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0025290003
Tumor
-0.1
CPT0020120003
Tumor
-0.1
CPT0075560003
Tumor
-0.1
CPT0086370003
Normal
-0.1
CPT0078990003
Tumor
-0.1
CPT0092790003
Tumor
-0.1
CPT0007870001
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0079270003
Tumor
-0.1
CPT0012290003
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0088710001
Normal
-0.2
CPT0079300001
Normal
-0.2
CPT0065870003
Tumor
-0.2
CPT0001190001
Normal
-0.2
CPT0002370001
Normal
-0.2
CPT0015910003
Tumor
-0.2
CPT0025170003
Tumor
-0.2
CPT0079180003
Tumor
-0.2
CPT0025110003
Tumor
-0.2
CPT0086870003
Tumor
-0.2
CPT0075720003
Tumor
-0.2
CPT0014450004
Tumor
-0.3
CPT0081600003
Tumor
-0.3
CPT0000780007
Tumor
-0.3
CPT0092730003
Tumor
-0.3
CPT0075130003
Tumor
-0.3
CPT0088760003
Tumor
-0.3
CPT0002350011
Tumor
-0.3
CPT0088550004
Tumor
-0.3
CPT0066480003
Tumor
-0.3
CPT0012180003
Tumor
-0.3
CPT0084590001
Normal
-0.3
CPT0063630003
Tumor
-0.3
CPT0084560003
Tumor
-0.4
CPT0077320001
Normal
-0.4
CPT0001270001
Normal
-0.4
CPT0088630003
Tumor
-0.4
CPT0092190003
Normal
-0.4
CPT0001340003
Tumor
-0.4
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
