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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF205 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
13.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
35.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
34.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
30.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
30.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
28.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
26.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
26.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
24.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
23.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
22.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
21.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
19.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
19.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
16.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
16.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
15.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
15.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
15.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
14.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
14.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
14.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
13.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
13.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
13.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
12.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
12.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
11.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
11.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
11.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
11.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
11.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
11.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
11.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
10.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
10.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
10.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
10.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
9.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
9.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
8.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
8.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
8.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
8.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
8.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
8.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
8.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
8.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
7.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
7.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
7.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
7.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
7.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
7.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
7.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
7.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
6.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
6.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
6.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
5.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
5.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
5.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
4.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
3.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 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.
ZNF205 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
11.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
26.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
24.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
23.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
23.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
23.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
22.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
22.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
21.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
21.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
20.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
20.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
19.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
19.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
19.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
19.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
19.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
18.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
18.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
18.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
18.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
18.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
18.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
18.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
17.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
17.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
17.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
17.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
17.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
17.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
17.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
17.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
17.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
16.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
16.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
16.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
16.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
16.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
16.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
16.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
16.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
16.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
16.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
16.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
16.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
16.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
16.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
16.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
16.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
16.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
15.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
15.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
15.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
15.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
15.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
15.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
15.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
15.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
15.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
15.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
15.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
15.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
15.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
15.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
15.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
15.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
15.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
15.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
15.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
15.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
15.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
15.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
15.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
14.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
14.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
14.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
14.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
14.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
14.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
14.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
14.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
14.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
14.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
14.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
14.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
14.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
14.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
14.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
14.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
14.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
14.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
14.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
14.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
14.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
14.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
14.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
14.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
14.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
14.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
14.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
14.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
14.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
14.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
14.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
14.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
14.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
14.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
14.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
14.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
14.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
13.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
13.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
13.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
13.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
13.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
13.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
13.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
13.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
13.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
13.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
13.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
13.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
13.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
13.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
13.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
13.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
13.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
13.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
13.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
13.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
13.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
13.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
13.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
13.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
13.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
13.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
13.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
13.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
13.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
13.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
13.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
13.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
13.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
13.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
13.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
13.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
13.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
13.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
13.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
13.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
13.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
13.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
13.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
13.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
13.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
13.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
13.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
13.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
13.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
13.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
12.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
12.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
12.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
12.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
12.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
12.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
12.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
12.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
12.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
12.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
12.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
12.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
12.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
12.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
12.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
12.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
12.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
12.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
12.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
12.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
12.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
12.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
12.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
12.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
12.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
12.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
12.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
12.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
12.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
12.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
12.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
12.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
12.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
12.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
12.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
12.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
12.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
12.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
12.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
12.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
12.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
12.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
12.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
12.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
12.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
12.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
12.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
12.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
12.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
12.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
12.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
12.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
12.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
12.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
11.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
11.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
11.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
11.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
11.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
11.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
11.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
11.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
11.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
11.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
11.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
11.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
11.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
11.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
11.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
11.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
11.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
11.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
11.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
11.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
11.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
11.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
11.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
11.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
11.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
11.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
11.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
11.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
11.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
11.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
11.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
11.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
11.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
11.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
11.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
11.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
11.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
11.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
11.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
11.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
11.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
11.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
11.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
11.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
11.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
11.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
11.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
11.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
11.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
11.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
11.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
11.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
11.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
11.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
11.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
11.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
11.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
11.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
11.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
11.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
11.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
11.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
10.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
10.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
10.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
10.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
10.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
10.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
10.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
10.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
10.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
10.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
10.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
10.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
10.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
10.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
10.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
10.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
10.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
10.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
10.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
10.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
10.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
10.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
10.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
10.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
10.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
10.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
10.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
10.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
10.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
10.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
10.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
10.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
10.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
10.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
10.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
10.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
10.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
10.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
10.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
10.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
10.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
10.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
10.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
10.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
10.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
10.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
10.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
10.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
10.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
10.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
10.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
10.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
10.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
9.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
9.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
9.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
9.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
9.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
9.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
9.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
9.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
9.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
9.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
9.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
9.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
9.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
9.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
9.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
9.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
9.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
9.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
9.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
9.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
9.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
9.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
9.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
9.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
9.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
9.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
9.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
9.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
9.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
9.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
9.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
9.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
9.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
9.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
9.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
9.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
9.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
9.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
9.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
9.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
9.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
9.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
9.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
9.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
9.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
9.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
9.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
9.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
9.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
9.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
9.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
9.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
9.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
9.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
9.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
9.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
8.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
8.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
8.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
8.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
8.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
8.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
8.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
8.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
8.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
8.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
8.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
8.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
8.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
8.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
8.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
8.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
8.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
8.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
8.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
8.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
8.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
8.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
8.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
8.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
8.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
8.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
8.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
8.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
8.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
8.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
8.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
8.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
8.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
8.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
8.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
8.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
8.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
8.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
8.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
8.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
8.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
8.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
8.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
8.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
8.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
7.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
7.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
7.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
7.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
7.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
7.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
7.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
7.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
7.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
7.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
7.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
7.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
7.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
7.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
7.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
7.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
7.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
7.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
7.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
7.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
7.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
7.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
7.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
7.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
7.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
7.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
7.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
7.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
7.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
7.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
7.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
6.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
6.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
6.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
6.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
6.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
6.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
6.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
6.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
6.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
6.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
6.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
6.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
6.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
6.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
6.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
6.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
6.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
6.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
6.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
6.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
6.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
5.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
5.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
5.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
5.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
5.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
5.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
5.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
5.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
5.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
5.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
5.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
5.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
5.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
5.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
5.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
5.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
5.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
5.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
5.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
5.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
4.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
4.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
4.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
4.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
4.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
4.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
4.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
4.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
4.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
4.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
3.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
3.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
3.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
2.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
1.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 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.
ZNF205 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
13.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
25.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
23.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
23.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
21.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
21.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
20.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
20.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
20.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
20.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
19.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
19.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
19.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
19.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
19.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
19.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
18.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
18.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
18.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
17.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
17.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
17.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
17.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
17.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
16.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
16.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
16.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
16.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
16.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
16.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
15.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
15.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
15.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
15.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
15.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
15.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
15.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
15.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
15.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
15.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
15.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
14.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
14.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
14.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
14.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
14.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
14.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
14.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
14.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
14.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
14.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
14.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
13.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
13.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
13.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
13.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
13.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
12.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
12.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
12.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
12.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
12.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
12.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
12.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
12.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
12.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
11.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
11.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
11.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
11.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
11.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
11.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
11.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
11.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
10.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
10.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
10.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
10.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
10.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
10.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
10.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
10.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
9.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
9.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
9.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
9.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
9.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
9.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
9.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
8.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
8.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
8.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
8.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
8.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
7.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
7.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
7.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
7.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
6.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
4.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 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.
ZNF205 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
16.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
55.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
52.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
50.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
49.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
45.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
43.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
42.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
41.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
41.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
39.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
39.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
36.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
36.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
34.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
34.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
34.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
33.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
32.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
32.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
31.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
31.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
31.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
31.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
30.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
30.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
30.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
30.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
29.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
29.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
29.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
29.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
29.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
29.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
28.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
28.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
27.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
27.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
27.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
27.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
26.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
25.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
24.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
24.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
24.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
24.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
24.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
24.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
23.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
23.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
23.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
23.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
22.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
22.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
22.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
22.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
22.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
21.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
21.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
21.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
20.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
20.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
20.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
20.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
20.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
20.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
20.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
19.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
19.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
19.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
19.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
19.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
19.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
19.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
19.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
18.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
18.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
18.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
18.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
18.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
18.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
18.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
18.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
18.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
18.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
18.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
18.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
18.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
18.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
17.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
17.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
17.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
17.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
17.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
17.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
17.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
17.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
17.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
17.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
17.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
17.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
17.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
17.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
17.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
17.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
16.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
16.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
16.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
16.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
16.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
16.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
16.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
16.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
16.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
16.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
16.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
16.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
16.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
16.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
16.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
15.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
15.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
15.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
15.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
15.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
15.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
15.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
15.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
15.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
15.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
15.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
15.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
14.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
14.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
14.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
14.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
14.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
14.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
14.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
14.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
14.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
14.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
14.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
14.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
14.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
14.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
14.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
14.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
14.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
14.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
14.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
13.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
13.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
13.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
13.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
13.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
13.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
13.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
13.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
13.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
13.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
13.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
13.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
13.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
13.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
13.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
13.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
13.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
13.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
13.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
13.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
13.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
12.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
12.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
12.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
12.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
12.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
12.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
12.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
12.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
12.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
12.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
12.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
12.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
12.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
12.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
12.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
12.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
12.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
12.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
12.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
11.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
11.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
11.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
11.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
11.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
11.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
11.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
11.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
11.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
11.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
11.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
11.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
11.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
11.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
11.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
11.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
11.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
11.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
11.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
11.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
10.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
10.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
10.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
10.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
10.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
10.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
10.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
10.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
10.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
10.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
10.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
10.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
10.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
10.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
10.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
10.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
10.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
9.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
9.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
9.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
9.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
9.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
9.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
9.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
9.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
9.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
9.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
9.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
9.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
9.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
9.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
9.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
9.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
8.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
8.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
8.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
8.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
8.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
8.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
8.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
8.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
8.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
8.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
8.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
8.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
8.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
8.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
8.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
8.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
7.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
7.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
7.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
7.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
7.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
7.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
7.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
7.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
7.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
7.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
7.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
6.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
6.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
6.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
6.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
6.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
6.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
6.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
5.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
5.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
4.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
1.4
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
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
