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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.
KCTD15 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
3.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
13.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
11.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
11.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
10.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
9.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
8.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
6.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
5.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
5.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
5.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
5.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
5.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
5.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
4.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
4.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
4.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
4.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
4.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
3.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
3.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
3.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
3.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
3.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
3.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
3.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
2.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
2.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
2.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
2.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
2.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
2.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
2.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
2.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
2.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
2.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
1.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
1.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
1.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
1.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
1.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
1.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
1.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
1.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
1.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
1.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
0.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
0.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
0.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 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.
KCTD15 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
12.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
45.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
40.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
38.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
38.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
36.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
36.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
36.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
36.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
34.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
34.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
34.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
33.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
33.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
33.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
32.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
31.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
31.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
31.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
31.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
30.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
30.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
29.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
28.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
28.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
27.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
26.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
26.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
26.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
25.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
25.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
25.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
25.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
24.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
24.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
24.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
24.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
24.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
23.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
23.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
23.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
23.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
22.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
22.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
22.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
22.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
22.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
22.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
22.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
22.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
22.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
21.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
21.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
21.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
21.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
21.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
21.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
21.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
21.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
21.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
21.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
20.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
20.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
20.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
20.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
20.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
20.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
20.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
20.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
20.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
20.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
20.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
19.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
19.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
19.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
19.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
19.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
19.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
19.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
19.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
19.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
19.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
19.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
19.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
19.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
19.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
19.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
19.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
19.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
19.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
18.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
18.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
18.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
18.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
18.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
18.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
18.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
18.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
18.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
18.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
18.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
18.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
18.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
18.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
18.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
18.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
18.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
17.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
17.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
17.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
17.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
17.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
17.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
17.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
17.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
17.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
17.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
17.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
17.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
17.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
17.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
16.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
16.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
16.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
16.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
16.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
16.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
16.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
16.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
16.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
16.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
16.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
16.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
16.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
16.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
16.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
16.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
16.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
16.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
16.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
16.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
16.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
15.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
15.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
15.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
15.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
15.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
15.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
15.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
15.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
15.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
15.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
15.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
15.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
15.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
15.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
15.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
15.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
15.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
15.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
15.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
15.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
14.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
14.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
14.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
14.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
14.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
14.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
14.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
14.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
14.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
14.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
14.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
14.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
14.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
14.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
14.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
14.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
14.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
14.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
14.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
14.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
14.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
13.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
13.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
13.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
13.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
13.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
13.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
13.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
13.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
13.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
13.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
13.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
13.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
13.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
13.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
13.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
13.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
13.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
13.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
13.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
13.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
13.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
13.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
13.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
13.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
12.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
12.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
12.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
12.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
12.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
12.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
12.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
12.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
12.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
12.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
12.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
12.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
12.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
12.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
12.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
12.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
12.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
11.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
11.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
11.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
11.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
11.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
11.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
11.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
11.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
11.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
11.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
11.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
11.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
11.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
11.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
11.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
11.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
11.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
11.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
11.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
11.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
11.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
11.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
11.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
11.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
11.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
11.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
11.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
11.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
11.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
10.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
10.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
10.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
10.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
10.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
10.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
10.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
10.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
10.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
10.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
10.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
10.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
10.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
10.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
10.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
10.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
10.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
10.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
10.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
10.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
10.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
10.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
10.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
10.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
10.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
10.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
10.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
10.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
10.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
10.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
10.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
10.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
10.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
10.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
10.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
10.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
10.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
10.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
10.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
10.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
10.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
9.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
9.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
9.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
9.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
9.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
9.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
9.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
9.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
9.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
9.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
9.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
9.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
9.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
9.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
9.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
9.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
9.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
9.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
9.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
9.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
9.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
9.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
9.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
9.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
9.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
9.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
9.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
9.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
8.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
8.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
8.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
8.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
8.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
8.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
8.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
8.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
8.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
8.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
8.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
8.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
8.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
8.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
8.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
8.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
8.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
8.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
8.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
8.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
8.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
8.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
8.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
8.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
8.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
8.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
8.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
7.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
7.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
7.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
7.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
7.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
7.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
7.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
7.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
7.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
7.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
7.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
7.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
7.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
7.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
7.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
7.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
7.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
7.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
7.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
7.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
7.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
7.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
7.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
7.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
7.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
7.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
7.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
7.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
7.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
7.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
7.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
7.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
6.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
6.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
6.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
6.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
6.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
6.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
6.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
6.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
6.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
6.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
6.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
6.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
6.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
6.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
6.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
6.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
6.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
6.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
6.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
6.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
6.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
6.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
6.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
6.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
5.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
5.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
5.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
5.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
5.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
5.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
5.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
5.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
5.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
5.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
5.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
5.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
5.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
5.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
5.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
5.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
5.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
5.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
5.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
5.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
5.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
5.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
5.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
5.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
5.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
4.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
4.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
4.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
4.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
4.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
4.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
4.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
4.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
4.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
4.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
4.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
4.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
4.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
4.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
4.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
4.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
4.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
4.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
4.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
4.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
4.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
4.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
4.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
4.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
3.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
3.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
3.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
3.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
3.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
3.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
3.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
3.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
3.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
3.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
3.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
3.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
3.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
3.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
3.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
3.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
3.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
3.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
3.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
3.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
3.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
3.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
3.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
3.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
3.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
3.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
3.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
3.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
2.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
2.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
2.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
2.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
2.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
2.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
2.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
2.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
2.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
2.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
2.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
2.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
2.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
1.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
1.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
1.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
1.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
1.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
1.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
1.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
1.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
1.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
1.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
1.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
1.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
1.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
0.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
0.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
0.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
0.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
0.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KCTD15 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
19.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
79.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
46.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
42.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
40.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
37.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
36.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
34.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
33.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
31.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
30.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
30.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
30.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
30.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
30.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
28.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
28.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
28.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
28.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
28.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
27.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
27.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
27.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
27.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
26.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
26.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
25.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
25.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
25.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
25.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
23.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
23.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
22.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
21.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
21.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
20.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
20.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
20.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
20.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
19.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
19.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
19.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
19.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
19.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
19.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
19.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
19.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
19.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
19.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
18.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
18.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
18.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
18.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
18.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
18.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
17.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
17.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
17.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
17.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
17.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
16.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
15.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
15.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
15.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
15.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
15.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
15.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
14.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
14.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
14.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
13.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
13.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
13.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
12.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
12.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
12.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
11.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
11.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
11.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
11.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
11.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
11.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
10.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
10.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
10.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
9.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
9.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
9.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
9.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
9.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
8.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
8.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
8.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
7.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
7.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
7.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
4.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
4.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
3.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
3.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KCTD15 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
4.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
44.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
39.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
31.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
26.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
22.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
20.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
19.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
18.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
18.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
18.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
17.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
17.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
16.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
15.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
14.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
14.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
14.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
14.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
13.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
13.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
12.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
12.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
12.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
11.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
11.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
11.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
11.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
10.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
10.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
10.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
10.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
10.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
10.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
10.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
9.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
9.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
9.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
9.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
9.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
9.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
8.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
8.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
8.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
8.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
8.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
7.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
7.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
7.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
7.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
7.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
7.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
7.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
7.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
7.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
7.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
6.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
6.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
6.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
6.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
6.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
6.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
6.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
6.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
6.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
6.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
5.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
5.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
5.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
5.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
5.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
5.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
4.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
4.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
4.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
4.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
4.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
4.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
4.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
4.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
4.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
4.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
4.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
4.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
3.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
3.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
3.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
3.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
3.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
3.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
3.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
3.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
3.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
3.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
3.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
3.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
3.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
3.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
3.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
3.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
3.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
3.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
3.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
2.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
2.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
2.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
2.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
2.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
2.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
2.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
2.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
2.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
2.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
2.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
2.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
2.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
2.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
2.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
2.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
2.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
2.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
2.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
2.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
2.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
2.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
2.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
1.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
1.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
1.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
1.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
1.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
1.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
1.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
1.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
1.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
1.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
1.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
1.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
1.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
1.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
1.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
1.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
1.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
1.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
1.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
1.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
1.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
1.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
1.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
1.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
1.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
1.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
1.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
1.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
1.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
1.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
1.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
1.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
1.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
1.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
1.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
1.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
1.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
1.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
1.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
1.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
1.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
1.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
1.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
1.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
1.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
1.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
1.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
1.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
1.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
1.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
1.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
1.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
1.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
1.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
1.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
1.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
1.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
1.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
0.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
0.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
0.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
0.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
0.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
0.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
0.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
0.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
0.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
0.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
0.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
0.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
0.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
0.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
0.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
0.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
0.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
0.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
0.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
0.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
0.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
0.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
0.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
0.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
0.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
0.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
0.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
0.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
0.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
0.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
0.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
0.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
0.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
0.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
0.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
0.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
0.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
0.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
0.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
0.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
0.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
0.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
0.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
0.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
0.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
0.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
0.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
0.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
0.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
0.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
0.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
0.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
0.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
0.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
0.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
0.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
0.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
0.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
0.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
0.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
0.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
0.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
0.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
0.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
0.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
0.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
0.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
0.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
0.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
0.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
0.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0006950001
Normal
1.4
CPT0012640003
Normal
1.1
CPT0079300001
Normal
1.0
CPT0011410003
Tumor
0.7
CPT0020120003
Tumor
0.7
CPT0001340003
Tumor
0.7
CPT0001230001
Normal
0.6
CPT0001550001
Normal
0.6
CPT0002370001
Normal
0.6
CPT0025610001
Normal
0.6
CPT0079410003
Tumor
0.6
CPT0088640003
Normal
0.5
CPT0009020003
Normal
0.5
CPT0015810003
Tumor
0.5
CPT0081620001
Normal
0.5
CPT0084590001
Normal
0.5
CPT0088900003
Tumor
0.5
CPT0025350003
Tumor
0.5
CPT0025920001
Normal
0.5
CPT0069010001
Normal
0.5
CPT0066470004
Tumor
0.5
CPT0069190001
Normal
0.4
CPT0012080003
Tumor
0.4
CPT0007870001
Normal
0.4
CPT0088760003
Tumor
0.4
CPT0009080003
Normal
0.4
CPT0079510001
Normal
0.4
CPT0088500001
Normal
0.4
CPT0078940001
Normal
0.4
CPT0012920003
Normal
0.4
CPT0023350003
Tumor
0.3
CPT0092790003
Tumor
0.3
CPT0086830003
Normal
0.3
CPT0006440003
Tumor
0.3
CPT0019160001
Normal
0.3
CPT0089020003
Tumor
0.3
CPT0007470001
Normal
0.3
CPT0001510001
Normal
0.3
CPT0092310003
Normal
0.3
CPT0001270001
Normal
0.3
CPT0078530001
Normal
0.2
CPT0077490003
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0079000001
Normal
0.2
CPT0064400001
Normal
0.2
CPT0020020001
Normal
0.2
CPT0000780007
Tumor
0.2
CPT0089040001
Normal
0.2
CPT0075130003
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0000660001
Normal
0.2
CPT0065690003
Tumor
0.2
CPT0010120001
Normal
0.2
CPT0017450001
Normal
0.2
CPT0079430001
Normal
0.2
CPT0065450001
Normal
0.2
CPT0086370003
Normal
0.2
CPT0000790001
Normal
0.2
CPT0077140001
Normal
0.2
CPT0012090003
Normal
0.1
CPT0025060001
Normal
0.1
CPT0012770003
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0014130001
Normal
0.1
CPT0088690003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0089480003
Normal
0.1
CPT0006730001
Normal
0.1
CPT0086890003
Normal
0.1
CPT0069160003
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0077500001
Normal
0.1
CPT0063330001
Normal
0.1
CPT0077320001
Normal
0.1
CPT0019990003
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0075720003
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0023710001
Normal
0.1
CPT0078840001
Normal
0.1
CPT0002270011
Tumor
0.1
CPT0088920001
Normal
0.1
CPT0082010001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0092190003
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0026420001
Normal
0.0
CPT0092740003
Normal
0.0
CPT0021240003
Tumor
0.0
CPT0006630003
Tumor
0.0
CPT0077110003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0092290003
Tumor
0.0
CPT0081880003
Tumor
0.0
CPT0007860003
Tumor
0.0
CPT0000870016
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0065930003
Tumor
0.0
CPT0023360001
Normal
0.0
CPT0010170001
Normal
0.0
CPT0078510003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0088710001
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0009000003
Tumor
-0.1
CPT0010160003
Tumor
-0.1
CPT0088570001
Normal
-0.1
CPT0078930003
Tumor
-0.1
CPT0076350001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0078830003
Tumor
-0.1
CPT0012570003
Normal
-0.1
CPT0088970003
Tumor
-0.1
CPT0075560003
Tumor
-0.1
CPT0023690003
Tumor
-0.1
CPT0086030003
Tumor
-0.1
CPT0075570001
Normal
-0.1
CPT0079230003
Tumor
-0.1
CPT0012550003
Tumor
-0.1
CPT0006530001
Normal
-0.1
CPT0086360003
Tumor
-0.1
CPT0079270003
Tumor
-0.1
CPT0025880003
Tumor
-0.1
CPT0088780001
Normal
-0.1
CPT0089460004
Tumor
-0.1
CPT0088630003
Tumor
-0.1
CPT0012900004
Tumor
-0.1
CPT0009060003
Tumor
-0.1
CPT0025580004
Tumor
-0.1
CPT0025230003
Tumor
-0.1
CPT0014450004
Tumor
-0.2
CPT0092800003
Normal
-0.2
CPT0086870003
Tumor
-0.2
CPT0012670003
Tumor
-0.2
CPT0076330003
Tumor
-0.2
CPT0087050003
Normal
-0.2
CPT0071150004
Tumor
-0.2
CPT0002350011
Tumor
-0.2
CPT0065750003
Tumor
-0.2
CPT0014470001
Normal
-0.2
CPT0079180003
Tumor
-0.2
CPT0019130003
Tumor
-0.2
CPT0078660003
Tumor
-0.2
CPT0000640003
Tumor
-0.2
CPT0013790003
Normal
-0.2
CPT0001350001
Normal
-0.2
CPT0092730003
Tumor
-0.2
CPT0069000003
Tumor
-0.3
CPT0079480003
Tumor
-0.3
CPT0017850003
Tumor
-0.3
CPT0088480003
Tumor
-0.3
CPT0000890001
Normal
-0.3
CPT0065820001
Normal
-0.3
CPT0001540009
Tumor
-0.3
CPT0084560003
Tumor
-0.3
CPT0014370004
Tumor
-0.3
CPT0012370003
Tumor
-0.3
CPT0085670003
Tumor
-0.3
CPT0075170001
Normal
-0.3
CPT0014160003
Tumor
-0.3
CPT0015730003
Tumor
-0.3
CPT0063630003
Tumor
-0.3
CPT0006900003
Tumor
-0.4
CPT0001260009
Tumor
-0.4
CPT0087040003
Tumor
-0.4
CPT0065810003
Tumor
-0.4
CPT0086950003
Tumor
-0.4
CPT0015910003
Tumor
-0.4
CPT0065870003
Tumor
-0.4
CPT0081600003
Tumor
-0.4
CPT0092160003
Tumor
-0.4
CPT0001220008
Tumor
-0.4
CPT0065430003
Tumor
-0.5
CPT0011240003
Tumor
-0.5
CPT0063320003
Tumor
-0.5
CPT0078990003
Tumor
-0.5
CPT0017410003
Tumor
-0.5
CPT0079380003
Tumor
-0.6
CPT0012280003
Tumor
-0.6
CPT0088550004
Tumor
-0.6
CPT0007320003
Tumor
-0.6
CPT0024670003
Tumor
-0.6
CPT0086820003
Tumor
-0.6
CPT0078800003
Tumor
-0.6
CPT0081990003
Tumor
-0.6
CPT0001180009
Tumor
-0.6
CPT0025050003
Tumor
-0.7
CPT0010110003
Tumor
-0.7
CPT0012180003
Tumor
-0.8
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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
