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.
ZNF160 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
8.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
22.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
18.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
18.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
14.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
14.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
14.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
14.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
13.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
13.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
12.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
12.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
12.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
12.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
12.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
11.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
10.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
10.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
10.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
10.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
10.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
9.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
9.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
9.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
8.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
8.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
8.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
8.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
8.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
8.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
8.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
8.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
7.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
7.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
7.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
6.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
6.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
6.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
6.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
6.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
6.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
6.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
5.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
5.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
5.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
5.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
5.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
5.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
5.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
5.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
5.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
5.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
4.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
4.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
4.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
4.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
4.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
4.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
4.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
4.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
3.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
3.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
3.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
3.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 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.
ZNF160 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
35.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
34.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
34.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
32.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
31.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
31.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
31.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
30.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
30.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
30.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
29.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
29.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
29.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
28.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
28.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
28.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
27.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
27.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
27.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
27.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
27.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
26.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
26.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
26.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
26.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
26.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
25.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
25.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
25.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
25.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
25.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
25.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
25.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
25.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
25.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
25.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
25.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
25.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
24.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
24.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
24.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
24.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
24.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
24.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
24.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
24.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
24.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
24.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
24.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
24.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
23.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
23.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
23.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
23.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
23.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
23.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
23.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
22.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
22.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
22.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
22.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
21.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
21.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
21.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
21.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
21.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
21.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
21.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
21.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
21.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
21.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
21.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
21.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
21.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
21.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
21.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
20.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
20.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
20.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
20.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
20.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
20.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
20.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
20.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
20.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
20.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
20.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
20.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
20.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
20.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
20.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
20.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
20.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
20.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
20.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
20.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
20.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
19.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
19.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
19.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
19.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
19.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
19.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
19.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
19.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
19.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
19.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
19.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
19.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
19.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
18.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
18.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
18.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
18.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
18.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
18.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
18.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
18.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
18.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
18.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
18.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
18.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
18.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
18.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
18.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
18.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
18.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
18.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
18.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
17.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
17.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
17.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
17.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
17.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
17.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
17.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
17.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
17.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
17.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
17.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
17.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
17.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
17.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
17.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
17.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
17.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
17.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
16.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
16.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
16.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
16.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
16.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
16.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
16.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
16.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
16.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
16.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
16.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
16.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
16.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
16.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
16.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
16.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
16.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
16.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
16.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
16.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
16.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
16.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
16.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
16.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
15.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
15.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
15.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
15.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
15.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
15.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
15.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
15.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
15.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
15.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
15.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
15.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
15.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
15.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
15.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
15.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
15.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
15.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
15.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
15.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
15.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
15.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
15.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
15.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
15.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
15.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
15.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
15.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
14.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
14.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
14.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
14.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
14.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
14.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
14.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
14.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
14.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
14.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
14.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
14.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
14.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
14.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
14.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
14.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
14.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
14.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
14.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
14.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
14.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
14.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
14.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
14.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
14.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
14.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
14.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
14.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
14.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
13.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
13.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
13.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
13.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
13.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
13.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
13.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
13.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
13.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
13.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
13.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
13.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
13.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
13.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
13.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
13.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
13.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
13.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
13.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
13.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
13.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
13.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
13.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
13.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
13.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
13.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
12.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
12.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
12.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
12.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
12.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
12.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
12.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
12.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
12.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
12.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
12.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
12.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
12.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
12.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
12.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
12.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
12.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
12.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
12.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
12.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
12.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
12.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
12.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
12.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
12.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
12.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
12.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
12.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
12.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
12.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
12.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
12.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
12.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
12.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
12.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
12.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
11.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
11.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
11.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
11.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
11.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
11.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
11.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
11.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
11.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
11.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
11.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
11.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
11.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
11.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
11.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
11.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
11.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
11.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
11.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
11.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
11.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
11.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
11.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
11.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
11.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
11.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
11.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
11.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
10.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
10.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
10.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
10.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
10.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
10.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
10.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
10.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
10.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
10.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
10.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
10.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
10.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
10.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
10.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
10.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
10.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
10.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
10.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
10.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
10.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
10.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
10.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
10.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
10.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
10.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
10.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
10.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
10.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
10.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
10.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
10.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
10.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
10.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
10.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
10.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
9.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
9.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
9.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
9.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
9.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
9.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
9.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
9.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
9.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
9.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
9.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
9.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
9.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
9.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
9.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
9.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
9.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
9.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
9.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
9.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
9.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
9.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
9.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
9.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
9.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
9.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
9.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
9.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
9.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
9.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
9.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
9.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
9.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
9.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
9.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
8.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
8.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
8.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
8.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
8.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
8.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
8.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
8.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
8.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
8.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
8.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
8.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
8.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
8.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
8.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
8.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
8.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
8.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
8.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
8.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
8.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
8.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
8.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
8.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
8.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
8.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
8.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
8.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
7.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
7.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
7.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
7.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
7.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
7.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
7.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
7.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
7.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
7.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
7.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
7.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
7.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
7.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
7.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
7.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
7.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
7.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
7.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
7.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
7.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
7.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
7.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
7.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
7.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
7.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
7.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
7.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
7.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
7.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
7.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
7.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
6.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
6.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
6.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
6.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
6.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
6.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
6.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
6.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
6.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
6.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
6.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
6.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
6.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
6.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
6.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
6.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
6.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
6.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
6.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
5.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
5.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
5.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
5.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
5.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
5.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
5.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
5.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
5.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
5.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
5.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
5.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
5.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
5.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
5.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
5.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
5.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
5.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
5.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
5.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
5.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
4.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
4.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
4.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
4.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
4.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
4.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
4.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
4.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
4.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
4.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
3.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
3.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
3.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
3.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
3.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
3.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
3.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
2.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
2.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
2.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
2.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
1.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
1.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
1.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF160 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
45.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
44.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
42.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
40.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
39.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
38.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
33.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
32.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
31.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
29.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
29.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
28.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
28.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
27.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
27.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
27.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
27.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
26.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
26.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
25.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
25.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
25.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
25.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
24.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
24.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
24.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
24.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
24.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
23.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
23.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
22.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
21.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
21.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
21.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
21.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
20.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
20.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
20.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
20.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
20.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
20.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
20.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
20.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
20.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
19.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
19.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
18.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
18.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
18.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
18.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
18.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
18.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
17.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
17.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
17.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
17.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
16.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
16.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
16.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
15.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
15.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
15.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
15.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
15.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
14.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
14.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
14.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
14.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
13.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
13.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
13.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
13.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
13.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
13.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
12.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
12.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
12.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
12.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
12.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
12.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
11.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
11.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
11.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
11.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
10.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
10.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
9.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
9.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
8.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
8.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
8.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
8.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
8.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
8.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
7.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
7.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
7.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
6.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
6.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF160 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
60.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
51.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
42.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
39.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
37.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
32.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
29.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
29.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
29.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
28.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
27.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
27.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
26.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
25.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
24.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
24.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
23.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
23.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
23.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
23.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
23.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
22.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
22.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
22.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
22.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
21.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
21.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
21.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
20.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
20.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
20.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
19.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
19.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
19.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
19.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
18.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
18.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
18.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
18.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
18.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
18.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
18.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
18.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
18.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
17.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
17.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
17.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
17.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
17.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
17.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
16.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
16.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
16.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
16.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
16.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
16.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
16.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
16.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
15.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
15.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
15.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
15.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
15.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
15.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
15.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
15.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
14.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
14.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
14.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
14.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
14.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
14.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
14.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
13.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
13.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
13.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
13.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
13.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
13.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
13.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
13.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
13.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
13.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
13.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
13.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
12.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
12.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
12.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
12.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
12.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
12.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
12.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
12.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
12.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
12.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
12.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
12.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
12.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
12.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
11.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
11.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
11.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
11.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
11.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
11.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
11.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
11.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
11.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
11.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
10.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
10.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
10.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
10.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
10.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
10.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
10.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
10.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
10.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
10.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
10.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
10.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
10.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
10.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
10.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
10.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
10.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
10.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
10.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
9.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
9.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
9.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
9.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
9.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
9.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
9.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
9.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
9.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
9.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
9.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
9.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
9.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
9.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
9.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
9.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
8.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
8.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
8.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
8.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
8.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
8.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
8.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
8.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
8.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
8.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
7.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
7.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
7.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
7.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
7.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
7.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
7.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
7.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
7.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
7.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
7.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
7.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
7.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
7.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
6.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
6.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
6.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
6.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
6.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
6.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
6.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
6.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
6.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
6.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
6.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
6.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
6.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
6.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
6.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
6.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
6.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
6.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
6.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
6.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
6.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
6.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
5.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
5.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
5.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
5.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
5.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
5.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
5.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
5.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
5.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
5.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
5.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
5.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
5.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
5.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
5.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
5.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
5.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
5.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
5.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
5.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
5.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
5.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
5.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
5.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
5.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
4.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
4.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
4.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
4.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
4.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
4.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
4.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
4.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
4.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
4.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
4.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
4.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
4.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
4.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
4.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
4.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
4.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
3.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
3.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
3.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
3.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
3.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
3.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
3.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
3.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
3.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
3.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
3.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
3.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
3.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
3.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
3.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
3.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
3.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
3.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
3.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
3.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
3.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
3.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
3.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
3.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
3.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
2.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
2.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
2.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
2.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
2.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
2.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
2.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
2.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
2.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
2.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
1.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
1.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
1.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
1.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
1.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
1.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
1.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 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
