We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
ZBTB18 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
8.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
31.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
30.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
17.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
14.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
14.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
13.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
13.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
12.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
12.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
12.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
11.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
11.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
11.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
11.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
10.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
10.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
10.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
10.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
9.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
9.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
8.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
8.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
8.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
8.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
8.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
8.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
7.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
7.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
7.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
7.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
7.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
7.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
7.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
7.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
7.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
7.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
7.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
6.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
6.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
6.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
6.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
5.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
5.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
5.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
5.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
5.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
5.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
5.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
5.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
5.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
5.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
5.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
5.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
5.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
5.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
4.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
4.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
4.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
4.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
4.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
3.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
3.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 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.
ZBTB18 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
10.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
34.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
33.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
31.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
28.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
27.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
27.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
22.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
21.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
21.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
21.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
21.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
21.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
21.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
21.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
20.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
20.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
20.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
20.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
20.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
20.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
20.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
20.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
19.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
19.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
19.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
19.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
19.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
19.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
19.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
19.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
19.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
18.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
18.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
18.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
18.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
18.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
18.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
18.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
18.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
18.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
18.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
18.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
18.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
18.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
18.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
18.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
18.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
17.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
17.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
17.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
17.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
17.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
17.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
17.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
17.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
17.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
17.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
17.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
17.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
17.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
17.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
17.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
17.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
17.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
16.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
16.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
16.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
16.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
16.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
16.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
16.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
16.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
16.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
16.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
16.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
16.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
16.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
16.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
16.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
16.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
15.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
15.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
15.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
15.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
15.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
15.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
15.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
15.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
15.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
15.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
15.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
15.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
15.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
15.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
15.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
15.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
15.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
14.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
14.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
14.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
14.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
14.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
14.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
14.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
14.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
14.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
14.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
14.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
14.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
14.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
14.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
14.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
14.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
14.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
14.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
14.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
14.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
14.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
14.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
14.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
14.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
14.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
14.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
14.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
14.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
14.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
14.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
14.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
14.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
13.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
13.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
13.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
13.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
13.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
13.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
13.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
13.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
13.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
13.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
13.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
13.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
13.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
13.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
13.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
13.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
13.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
13.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
13.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
13.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
13.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
13.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
13.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
13.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
13.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
12.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
12.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
12.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
12.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
12.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
12.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
12.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
12.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
12.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
12.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
12.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
12.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
12.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
12.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
12.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
12.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
12.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
12.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
12.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
12.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
12.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
12.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
12.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
12.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
12.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
12.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
12.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
12.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
12.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
12.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
12.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
12.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
12.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
11.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
11.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
11.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
11.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
11.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
11.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
11.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
11.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
11.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
11.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
11.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
11.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
11.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
11.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
11.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
11.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
11.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
11.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
11.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
11.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
11.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
11.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
11.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
11.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
11.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
11.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
11.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
11.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
11.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
11.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
11.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
11.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
11.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
11.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
11.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
11.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
11.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
10.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
10.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
10.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
10.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
10.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
10.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
10.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
10.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
10.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
10.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
10.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
10.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
10.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
10.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
10.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
10.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
10.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
10.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
10.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
10.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
10.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
10.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
10.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
10.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
10.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
10.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
10.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
10.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
10.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
10.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
10.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
10.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
10.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
10.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
10.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
10.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
10.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
10.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
10.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
10.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
10.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
10.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
10.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
9.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
9.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
9.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
9.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
9.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
9.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
9.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
9.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
9.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
9.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
9.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
9.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
9.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
9.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
9.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
9.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
9.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
9.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
9.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
9.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
9.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
9.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
9.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
9.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
9.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
9.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
9.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
9.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
9.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
9.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
9.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
9.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
9.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
9.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
9.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
9.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
9.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
9.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
9.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
9.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
9.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
9.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
9.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
9.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
9.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
9.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
9.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
9.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
9.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
9.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
9.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
9.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
9.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
9.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
9.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
9.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
9.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
8.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
8.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
8.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
8.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
8.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
8.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
8.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
8.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
8.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
8.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
8.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
8.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
8.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
8.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
8.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
8.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
8.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
8.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
8.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
8.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
8.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
8.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
8.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
8.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
8.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
8.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
8.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
8.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
8.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
8.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
8.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
8.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
8.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
8.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
8.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
8.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
8.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
8.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
8.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
8.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
8.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
8.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
8.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
8.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
8.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
8.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
8.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
8.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
8.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
8.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
8.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
8.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
8.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
7.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
7.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
7.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
7.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
7.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
7.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
7.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
7.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
7.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
7.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
7.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
7.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
7.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
7.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
7.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
7.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
7.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
7.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
7.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
7.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
7.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
7.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
7.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
7.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
7.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
7.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
7.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
7.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
7.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
7.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
7.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
7.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
7.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
7.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
7.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
7.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
7.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
7.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
7.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
7.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
7.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
7.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
7.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
7.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
7.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
7.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
7.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
6.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
6.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
6.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
6.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
6.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
6.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
6.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
6.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
6.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
6.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
6.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
6.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
6.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
6.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
6.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
6.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
6.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
6.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
6.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
6.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
6.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
6.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
6.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
6.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
6.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
6.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
6.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
6.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
6.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
5.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
5.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
5.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
5.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
5.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
5.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
5.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
5.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
5.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
5.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
5.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
5.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
5.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
5.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
5.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
5.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
5.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
5.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
5.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
5.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
5.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
5.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
5.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
5.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
5.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
5.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
5.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
5.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
4.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
4.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
4.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
4.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
4.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
4.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
4.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
4.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
4.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
4.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
4.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
4.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
4.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
4.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
4.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
4.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
4.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
4.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
4.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
3.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
3.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
3.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
3.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
3.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
3.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
3.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
3.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
2.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
2.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
2.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
2.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
2.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
1.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZBTB18 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
15.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
41.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
39.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
28.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
27.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
27.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
27.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
26.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
26.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
26.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
25.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
25.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
25.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
24.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
24.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
24.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
22.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
22.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
22.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
21.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
20.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
20.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
20.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
19.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
19.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
18.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
18.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
18.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
17.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
17.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
17.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
17.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
17.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
17.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
17.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
16.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
16.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
16.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
16.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
16.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
16.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
16.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
16.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
15.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
15.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
15.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
15.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
15.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
15.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
14.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
14.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
14.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
14.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
14.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
14.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
14.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
14.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
14.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
13.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
13.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
13.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
13.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
12.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
12.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
12.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
12.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
12.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
12.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
12.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
11.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
11.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
11.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
11.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
11.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
11.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
11.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
11.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
11.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
11.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
11.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
11.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
10.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
10.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
10.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
10.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
9.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
9.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
9.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
9.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
9.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
9.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
9.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
9.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
8.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
8.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
7.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
7.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
6.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
6.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
5.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
ZBTB18 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
18.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
106.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
83.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
80.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
63.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
57.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
52.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
51.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
50.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
49.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
47.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
47.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
44.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
41.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
41.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
41.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
40.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
40.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
36.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
36.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
34.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
33.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
33.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
33.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
32.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
32.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
31.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
31.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
31.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
31.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
31.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
31.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
30.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
30.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
30.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
30.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
29.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
29.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
29.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
29.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
29.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
28.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
28.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
28.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
27.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
26.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
25.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
25.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
24.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
24.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
24.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
24.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
24.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
24.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
24.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
24.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
24.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
23.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
23.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
23.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
23.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
23.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
23.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
23.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
22.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
22.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
22.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
21.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
21.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
21.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
21.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
21.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
21.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
21.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
21.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
21.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
21.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
21.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
21.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
21.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
20.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
20.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
20.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
20.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
20.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
20.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
20.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
20.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
20.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
20.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
20.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
20.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
20.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
20.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
19.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
19.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
19.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
19.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
19.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
19.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
19.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
19.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
19.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
19.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
19.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
19.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
19.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
19.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
19.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
18.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
18.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
18.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
18.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
17.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
17.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
17.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
17.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
17.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
17.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
17.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
17.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
17.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
17.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
17.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
16.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
16.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
16.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
16.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
16.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
16.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
16.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
16.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
16.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
16.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
16.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
16.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
15.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
15.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
15.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
15.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
15.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
15.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
15.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
15.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
15.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
15.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
15.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
15.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
15.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
15.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
15.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
14.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
14.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
14.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
14.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
14.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
14.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
14.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
14.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
14.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
14.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
14.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
14.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
14.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
14.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
14.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
14.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
14.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
14.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
14.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
14.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
13.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
13.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
13.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
13.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
13.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
13.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
13.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
13.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
13.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
13.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
12.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
12.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
12.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
12.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
12.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
12.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
12.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
12.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
12.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
12.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
12.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
12.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
12.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
11.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
11.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
11.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
11.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
11.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
11.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
11.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
11.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
11.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
11.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
11.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
11.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
11.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
11.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
10.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
10.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
10.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
10.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
10.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
10.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
10.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
10.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
9.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
9.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
9.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
9.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
9.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
9.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
9.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
9.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
9.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
9.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
9.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
9.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
9.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
9.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
9.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
8.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
8.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
8.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
8.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
8.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
8.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
8.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
8.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
7.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
7.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
7.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
7.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
7.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
7.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
7.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
7.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
7.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
7.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
6.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
6.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
6.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
6.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
6.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
6.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
5.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
5.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
5.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
5.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
5.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
5.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
5.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
5.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
5.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
5.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
5.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
4.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
4.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
4.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
4.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
4.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
4.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
4.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
4.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
3.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
3.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
3.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
2.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
1.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
Show allShow less
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
