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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.
YBEY 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
12.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
38.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
37.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
29.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
29.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
25.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
24.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
23.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
23.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
23.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
22.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
22.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
22.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
22.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
20.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
19.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
19.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
18.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
18.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
17.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
16.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
16.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
15.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
14.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
14.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
14.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
12.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
12.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
11.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
11.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
10.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
10.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
10.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
10.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
9.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
8.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
8.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
7.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
7.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
7.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
6.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
6.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
6.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
6.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
6.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
6.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
5.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
5.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
5.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
5.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
5.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
4.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
4.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
4.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
3.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
3.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
3.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
3.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
3.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
3.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
3.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
2.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
2.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
2.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
YBEY is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
40.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
39.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
39.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
38.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
36.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
35.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
34.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
33.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
32.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
32.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
32.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
32.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
31.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
31.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
31.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
31.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
30.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
30.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
30.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
30.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
29.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
28.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
28.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
28.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
27.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
27.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
27.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
27.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
27.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
27.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
26.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
26.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
26.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
25.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
25.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
25.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
25.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
25.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
24.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
24.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
24.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
24.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
24.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
24.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
24.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
24.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
24.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
23.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
23.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
23.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
23.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
23.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
23.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
23.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
22.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
22.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
22.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
22.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
22.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
22.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
22.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
22.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
22.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
22.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
22.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
22.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
22.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
21.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
21.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
21.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
21.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
21.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
21.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
21.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
21.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
21.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
21.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
21.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
21.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
21.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
21.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
20.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
20.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
20.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
20.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
20.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
20.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
20.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
20.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
20.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
20.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
20.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
20.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
20.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
20.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
20.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
20.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
20.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
20.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
20.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
19.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
19.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
19.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
19.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
19.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
19.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
19.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
19.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
19.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
19.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
19.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
19.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
19.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
19.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
19.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
18.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
18.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
18.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
18.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
18.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
18.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
18.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
18.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
18.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
18.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
18.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
18.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
18.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
18.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
18.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
18.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
18.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
18.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
18.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
18.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
18.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
17.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
17.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
17.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
17.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
17.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
17.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
17.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
17.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
17.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
17.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
17.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
17.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
17.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
17.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
17.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
17.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
17.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
17.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
17.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
17.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
17.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
17.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
16.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
16.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
16.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
16.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
16.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
16.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
16.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
16.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
16.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
16.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
16.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
16.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
16.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
16.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
16.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
16.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
16.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
16.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
16.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
16.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
16.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
16.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
16.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
16.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
16.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
16.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
16.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
16.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
15.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
15.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
15.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
15.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
15.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
15.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
15.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
15.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
15.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
15.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
15.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
15.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
15.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
15.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
15.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
15.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
15.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
15.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
15.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
15.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
15.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
15.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
15.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
15.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
15.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
15.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
15.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
15.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
15.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
15.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
15.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
15.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
15.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
15.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
15.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
15.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
15.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
15.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
15.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
15.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
14.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
14.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
14.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
14.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
14.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
14.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
14.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
14.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
14.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
14.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
14.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
14.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
14.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
14.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
14.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
14.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
14.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
14.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
14.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
14.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
14.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
14.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
14.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
14.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
14.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
14.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
14.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
14.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
14.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
14.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
14.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
13.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
13.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
13.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
13.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
13.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
13.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
13.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
13.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
13.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
13.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
13.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
13.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
13.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
13.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
13.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
13.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
13.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
13.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
13.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
13.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
13.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
13.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
13.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
13.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
13.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
13.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
13.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
13.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
13.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
13.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
13.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
13.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
13.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
13.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
13.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
12.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
12.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
12.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
12.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
12.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
12.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
12.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
12.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
12.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
12.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
12.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
12.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
12.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
12.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
12.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
12.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
12.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
12.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
12.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
12.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
12.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
12.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
12.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
12.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
12.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
12.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
12.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
12.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
12.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
12.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
12.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
12.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
12.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
12.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
12.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
12.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
12.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
12.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
12.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
12.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
11.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
11.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
11.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
11.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
11.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
11.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
11.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
11.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
11.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
11.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
11.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
11.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
11.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
11.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
11.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
11.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
11.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
11.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
11.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
11.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
11.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
11.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
11.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
11.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
11.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
11.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
11.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
11.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
11.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
11.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
11.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
11.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
11.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
11.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
11.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
11.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
11.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
11.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
11.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
11.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
11.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
10.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
10.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
10.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
10.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
10.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
10.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
10.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
10.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
10.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
10.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
10.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
10.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
10.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
10.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
10.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
10.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
10.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
10.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
10.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
10.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
10.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
10.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
10.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
10.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
10.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
10.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
10.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
10.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
10.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
10.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
10.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
10.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
10.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
10.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
10.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
9.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
9.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
9.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
9.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
9.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
9.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
9.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
9.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
9.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
9.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
9.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
9.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
9.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
9.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
9.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
9.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
9.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
9.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
9.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
9.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
9.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
9.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
9.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
9.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
9.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
9.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
9.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
9.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
9.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
9.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
9.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
8.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
8.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
8.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
8.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
8.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
8.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
8.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
8.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
8.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
8.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
8.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
8.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
8.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
8.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
8.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
8.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
8.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
8.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
8.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
8.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
8.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
8.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
8.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
8.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
8.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
7.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
7.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
7.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
7.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
7.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
7.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
7.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
7.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
7.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
7.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
7.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
7.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
7.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
7.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
7.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
7.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
7.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
7.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
7.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
7.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
7.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
7.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
7.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
7.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
7.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
7.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
7.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
6.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
6.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
6.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
6.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
6.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
6.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
6.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
6.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
6.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
6.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
6.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
5.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
5.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
5.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
5.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
5.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
5.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
4.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
4.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
4.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
4.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
4.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
4.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
3.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
2.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
2.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
1.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 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.
YBEY 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
20.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
46.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
41.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
38.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
33.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
33.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
33.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
32.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
32.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
31.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
30.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
30.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
29.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
28.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
27.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
26.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
26.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
26.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
26.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
26.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
25.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
25.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
25.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
25.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
24.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
24.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
24.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
24.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
24.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
24.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
23.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
23.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
23.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
23.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
23.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
23.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
22.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
22.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
21.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
21.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
21.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
21.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
20.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
20.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
20.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
20.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
20.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
20.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
19.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
19.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
19.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
19.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
19.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
19.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
19.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
19.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
19.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
18.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
18.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
18.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
18.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
17.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
17.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
17.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
17.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
17.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
16.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
16.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
16.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
16.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
16.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
16.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
15.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
15.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
15.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
15.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
15.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
15.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
15.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
15.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
15.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
14.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
13.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
13.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
13.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
13.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
12.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
12.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
12.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
12.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
12.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
12.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
11.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
11.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
9.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
8.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
8.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
7.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
7.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 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.
YBEY 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
18.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
147.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
52.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
51.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
48.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
48.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
48.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
46.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
46.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
44.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
42.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
41.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
40.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
38.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
37.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
37.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
37.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
36.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
35.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
34.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
34.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
34.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
34.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
33.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
33.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
32.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
32.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
32.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
31.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
31.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
31.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
31.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
31.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
30.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
30.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
30.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
30.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
29.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
29.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
28.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
28.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
28.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
28.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
27.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
27.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
27.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
26.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
26.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
26.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
25.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
25.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
25.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
25.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
25.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
24.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
24.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
24.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
24.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
24.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
24.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
23.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
23.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
23.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
23.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
23.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
23.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
23.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
22.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
22.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
22.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
22.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
22.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
22.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
22.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
22.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
22.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
22.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
22.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
22.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
21.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
21.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
21.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
21.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
21.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
21.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
21.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
21.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
20.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
20.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
20.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
20.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
20.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
20.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
20.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
20.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
20.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
19.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
19.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
19.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
19.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
19.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
19.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
19.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
18.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
18.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
18.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
18.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
18.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
18.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
18.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
18.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
18.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
18.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
18.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
18.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
18.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
18.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
17.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
17.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
17.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
17.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
17.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
17.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
17.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
17.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
17.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
17.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
17.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
16.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
16.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
16.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
16.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
16.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
16.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
16.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
16.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
16.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
16.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
16.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
16.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
16.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
15.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
15.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
15.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
15.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
15.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
15.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
15.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
15.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
15.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
15.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
15.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
15.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
15.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
15.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
15.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
15.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
15.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
14.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
14.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
14.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
14.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
14.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
14.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
14.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
14.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
14.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
14.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
14.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
14.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
14.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
14.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
14.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
14.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
14.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
14.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
13.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
13.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
13.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
13.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
13.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
13.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
13.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
13.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
13.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
13.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
13.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
13.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
13.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
13.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
13.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
12.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
12.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
12.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
12.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
12.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
12.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
12.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
12.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
11.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
11.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
11.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
11.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
11.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
11.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
11.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
11.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
11.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
11.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
11.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
11.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
10.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
10.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
10.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
10.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
10.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
10.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
10.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
10.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
10.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
10.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
10.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
10.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
10.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
10.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
9.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
9.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
9.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
9.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
9.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
9.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
9.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
9.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
9.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
8.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
8.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
8.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
8.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
8.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
8.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
8.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
8.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
8.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
7.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
7.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
7.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
7.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
7.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
7.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
7.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
7.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
6.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
6.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
6.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
6.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
6.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
6.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
6.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
6.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
5.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
5.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
5.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
5.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
4.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
4.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
3.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
3.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
3.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
3.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
3.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
3.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088690003
Tumor
1.6
CPT0086950003
Tumor
1.5
CPT0001500009
Tumor
1.2
CPT0086870003
Tumor
1.1
CPT0023350003
Tumor
1.1
CPT0087040003
Tumor
1.1
CPT0012550003
Tumor
1.0
CPT0000780007
Tumor
1.0
CPT0024670003
Tumor
0.9
CPT0002270011
Tumor
0.9
CPT0012090003
Normal
0.9
CPT0012180003
Tumor
0.9
CPT0092740003
Normal
0.9
CPT0007870001
Normal
0.9
CPT0009000003
Tumor
0.9
CPT0088780001
Normal
0.9
CPT0079410003
Tumor
0.9
CPT0065450001
Normal
0.9
CPT0012900004
Tumor
0.8
CPT0006950001
Normal
0.7
CPT0079480003
Tumor
0.7
CPT0079000001
Normal
0.7
CPT0063640001
Normal
0.7
CPT0089460004
Tumor
0.7
CPT0069010001
Normal
0.7
CPT0002350011
Tumor
0.7
CPT0092800003
Normal
0.7
CPT0012570003
Normal
0.7
CPT0013790003
Normal
0.7
CPT0020020001
Normal
0.7
CPT0087050003
Normal
0.6
CPT0023360001
Normal
0.6
CPT0077140001
Normal
0.6
CPT0082010001
Normal
0.6
CPT0078660003
Tumor
0.6
CPT0001270001
Normal
0.6
CPT0020130001
Normal
0.6
CPT0065690003
Tumor
0.6
CPT0069000003
Tumor
0.6
CPT0025610001
Normal
0.6
CPT0089480003
Normal
0.6
CPT0079430001
Normal
0.5
CPT0063320003
Tumor
0.5
CPT0079380003
Tumor
0.5
CPT0076330003
Tumor
0.5
CPT0075170001
Normal
0.5
CPT0010120001
Normal
0.5
CPT0014370004
Tumor
0.5
CPT0001180009
Tumor
0.5
CPT0024680001
Normal
0.5
CPT0078940001
Normal
0.4
CPT0026420001
Normal
0.4
CPT0088710001
Normal
0.4
CPT0020120003
Tumor
0.4
CPT0065820001
Normal
0.4
CPT0017850003
Tumor
0.4
CPT0086370003
Normal
0.4
CPT0086970003
Normal
0.4
CPT0077500001
Normal
0.4
CPT0077490003
Tumor
0.4
CPT0025230003
Tumor
0.4
CPT0081620001
Normal
0.4
CPT0010170001
Normal
0.4
CPT0076350001
Normal
0.3
CPT0092790003
Tumor
0.3
CPT0077310003
Tumor
0.3
CPT0009020003
Normal
0.3
CPT0088630003
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0025060001
Normal
0.3
CPT0089020003
Tumor
0.3
CPT0066430001
Normal
0.3
CPT0012640003
Normal
0.3
CPT0092160003
Tumor
0.3
CPT0078800003
Tumor
0.3
CPT0025290003
Tumor
0.3
CPT0064370003
Tumor
0.3
CPT0015730003
Tumor
0.3
CPT0006730001
Normal
0.3
CPT0015910003
Tumor
0.3
CPT0000870016
Tumor
0.3
CPT0000790001
Normal
0.2
CPT0012370003
Tumor
0.2
CPT0023690003
Tumor
0.2
CPT0065750003
Tumor
0.2
CPT0025920001
Normal
0.2
CPT0077110003
Tumor
0.2
CPT0001190001
Normal
0.2
CPT0015810003
Tumor
0.2
CPT0011240003
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0069190001
Normal
0.2
CPT0012920003
Normal
0.2
CPT0012770003
Normal
0.2
CPT0000890001
Normal
0.2
CPT0026410003
Tumor
0.2
CPT0025880003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0066480003
Tumor
0.2
CPT0018250001
Normal
0.2
CPT0012290003
Normal
0.2
CPT0092310003
Normal
0.2
CPT0086360003
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0078830003
Tumor
0.1
CPT0014350001
Normal
0.1
CPT0078510003
Tumor
0.1
CPT0014130001
Normal
0.1
CPT0065430003
Tumor
0.1
CPT0078670001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0063330001
Normal
0.1
CPT0064400001
Normal
0.1
CPT0078990003
Tumor
0.1
CPT0075130003
Tumor
0.1
CPT0001550001
Normal
0.1
CPT0065810003
Tumor
0.1
CPT0088500001
Normal
0.1
CPT0001510001
Normal
0.1
CPT0019130003
Tumor
0.1
CPT0007470001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0002370001
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0085670003
Tumor
0.0
CPT0025110003
Tumor
0.0
CPT0077320001
Normal
0.0
CPT0075720003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0063630003
Tumor
0.0
CPT0081880003
Tumor
0.0
CPT0092290003
Tumor
0.0
CPT0014160003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0001540009
Tumor
-0.1
CPT0012670003
Tumor
-0.1
CPT0007860003
Tumor
-0.1
CPT0006630003
Tumor
-0.1
CPT0069160003
Tumor
-0.1
CPT0092730003
Tumor
-0.1
CPT0009060003
Tumor
-0.1
CPT0001350001
Normal
-0.1
CPT0001340003
Tumor
-0.1
CPT0075560003
Tumor
-0.1
CPT0010110003
Tumor
-0.1
CPT0001230001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0079510001
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0092190003
Normal
-0.1
CPT0017450001
Normal
-0.1
CPT0081600003
Tumor
-0.2
CPT0078840001
Normal
-0.2
CPT0089040001
Normal
-0.2
CPT0071150004
Tumor
-0.2
CPT0088760003
Tumor
-0.2
CPT0088480003
Tumor
-0.2
CPT0009080003
Normal
-0.2
CPT0065870003
Tumor
-0.2
CPT0012280003
Tumor
-0.3
CPT0023710001
Normal
-0.3
CPT0019990003
Tumor
-0.3
CPT0017410003
Tumor
-0.3
CPT0001260009
Tumor
-0.3
CPT0084560003
Tumor
-0.3
CPT0000660001
Normal
-0.3
CPT0084590001
Normal
-0.4
CPT0025050003
Tumor
-0.4
CPT0078530001
Normal
-0.4
CPT0001220008
Tumor
-0.4
CPT0079230003
Tumor
-0.4
CPT0011410003
Tumor
-0.4
CPT0025350003
Tumor
-0.4
CPT0006530001
Normal
-0.5
CPT0025580004
Tumor
-0.5
CPT0006440003
Tumor
-0.5
CPT0079180003
Tumor
-0.6
CPT0021240003
Tumor
-0.7
CPT0066470004
Tumor
-1.0
CPT0000640003
Tumor
-1.1
CPT0088970003
Tumor
-1.2
CPT0088570001
Normal
N/A
CPT0088900003
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0014470001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0088920001
Normal
N/A
CPT0014450004
Tumor
N/A
CPT0079300001
Normal
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
