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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.
ZNF524 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
20.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
57.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
49.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
44.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
44.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
44.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
39.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
39.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
37.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
31.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
28.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
26.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
25.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
24.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
24.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
24.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
23.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
22.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
21.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
21.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
20.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
19.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
19.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
18.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
18.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
18.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
18.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
18.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
17.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
17.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
17.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
17.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
16.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
16.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
16.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
15.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
15.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
15.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
15.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
15.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
14.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
14.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
14.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
14.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
14.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
14.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
14.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
14.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
13.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
13.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
13.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
13.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
13.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
12.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
12.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
11.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
11.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
11.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
10.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
10.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
9.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
9.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
7.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
6.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 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.
ZNF524 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
15.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
88.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
34.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
34.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
32.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
32.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
32.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
30.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
30.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
29.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
29.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
29.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
28.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
28.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
28.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
27.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
26.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
26.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
26.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
26.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
26.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
26.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
25.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
25.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
25.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
24.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
24.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
24.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
24.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
24.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
23.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
23.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
23.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
23.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
23.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
23.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
23.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
23.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
23.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
23.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
23.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
23.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
22.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
22.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
22.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
21.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
21.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
21.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
21.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
21.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
21.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
21.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
21.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
21.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
20.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
20.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
20.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
20.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
20.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
20.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
20.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
20.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
20.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
20.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
20.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
20.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
20.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
20.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
20.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
20.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
20.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
20.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
20.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
20.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
20.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
20.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
20.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
19.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
19.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
19.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
19.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
19.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
19.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
19.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
19.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
19.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
19.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
19.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
19.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
19.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
19.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
19.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
19.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
19.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
19.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
19.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
19.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
19.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
19.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
19.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
19.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
19.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
19.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
19.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
19.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
18.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
18.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
18.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
18.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
18.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
18.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
18.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
18.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
18.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
18.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
18.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
18.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
18.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
18.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
18.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
18.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
18.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
18.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
18.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
18.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
18.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
18.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
18.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
18.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
18.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
18.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
18.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
18.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
17.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
17.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
17.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
17.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
17.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
17.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
17.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
17.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
17.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
17.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
17.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
17.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
17.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
17.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
17.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
17.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
17.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
17.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
17.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
17.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
17.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
17.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
17.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
17.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
17.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
17.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
17.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
17.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
17.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
17.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
17.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
17.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
17.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
16.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
16.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
16.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
16.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
16.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
16.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
16.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
16.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
16.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
16.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
16.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
16.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
16.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
16.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
16.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
16.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
16.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
16.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
16.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
16.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
16.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
16.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
16.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
16.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
16.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
16.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
16.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
16.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
16.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
16.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
16.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
16.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
16.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
16.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
16.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
16.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
16.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
16.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
15.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
15.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
15.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
15.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
15.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
15.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
15.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
15.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
15.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
15.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
15.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
15.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
15.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
15.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
15.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
15.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
15.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
15.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
15.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
15.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
15.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
15.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
15.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
15.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
15.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
15.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
15.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
15.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
15.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
15.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
15.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
15.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
15.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
15.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
15.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
15.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
15.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
15.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
14.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
14.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
14.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
14.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
14.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
14.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
14.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
14.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
14.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
14.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
14.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
14.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
14.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
14.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
14.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
14.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
14.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
14.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
14.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
14.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
14.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
14.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
14.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
14.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
14.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
14.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
14.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
14.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
14.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
14.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
14.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
14.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
14.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
14.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
14.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
14.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
14.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
14.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
14.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
14.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
14.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
14.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
14.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
14.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
14.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
14.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
14.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
14.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
13.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
13.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
13.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
13.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
13.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
13.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
13.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
13.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
13.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
13.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
13.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
13.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
13.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
13.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
13.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
13.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
13.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
13.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
13.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
13.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
13.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
13.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
13.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
13.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
13.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
13.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
13.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
13.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
13.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
13.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
13.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
13.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
13.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
13.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
13.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
13.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
13.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
13.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
13.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
12.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
12.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
12.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
12.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
12.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
12.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
12.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
12.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
12.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
12.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
12.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
12.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
12.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
12.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
12.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
12.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
12.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
12.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
12.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
12.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
12.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
12.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
12.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
12.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
12.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
12.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
12.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
12.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
12.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
12.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
12.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
12.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
12.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
12.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
12.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
12.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
12.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
12.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
12.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
12.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
11.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
11.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
11.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
11.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
11.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
11.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
11.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
11.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
11.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
11.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
11.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
11.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
11.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
11.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
11.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
11.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
11.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
11.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
11.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
11.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
11.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
11.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
11.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
11.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
11.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
11.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
11.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
11.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
11.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
11.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
11.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
11.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
11.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
11.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
11.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
11.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
11.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
11.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
11.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
11.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
11.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
11.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
11.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
11.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
11.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
11.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
11.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
11.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
11.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
11.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
11.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
10.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
10.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
10.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
10.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
10.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
10.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
10.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
10.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
10.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
10.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
10.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
10.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
10.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
10.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
10.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
10.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
10.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
10.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
10.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
10.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
10.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
10.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
10.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
10.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
10.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
10.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
10.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
10.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
10.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
10.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
10.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
10.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
10.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
10.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
10.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
10.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
10.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
10.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
10.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
10.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
9.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
9.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
9.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
9.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
9.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
9.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
9.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
9.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
9.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
9.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
9.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
9.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
9.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
9.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
9.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
9.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
9.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
9.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
9.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
9.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
9.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
9.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
9.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
9.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
9.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
8.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
8.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
8.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
8.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
8.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
8.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
8.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
8.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
8.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
8.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
8.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
8.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
8.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
8.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
7.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
7.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
7.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
7.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
7.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
7.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
7.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
6.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
6.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
6.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
6.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
6.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
5.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
5.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
5.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
4.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
4.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
3.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
ZNF524 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
18.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
41.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
35.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
32.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
30.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
29.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
28.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
27.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
25.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
25.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
25.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
25.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
24.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
24.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
24.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
24.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
23.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
23.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
23.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
23.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
22.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
22.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
22.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
22.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
22.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
21.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
21.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
21.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
21.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
21.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
21.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
20.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
20.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
20.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
20.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
20.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
20.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
20.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
20.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
20.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
20.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
20.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
20.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
19.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
19.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
19.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
19.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
19.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
19.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
19.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
18.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
18.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
18.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
18.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
18.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
18.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
18.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
18.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
18.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
18.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
17.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
17.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
17.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
17.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
17.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
17.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
17.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
16.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
16.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
16.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
16.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
16.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
16.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
16.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
16.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
16.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
15.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
15.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
14.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
14.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
14.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
14.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
13.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
13.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
13.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
12.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
12.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
12.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
11.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
11.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
10.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
10.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
10.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
9.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
8.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
7.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
7.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
6.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
4.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
4.4
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.
ZNF524 is potential prognostic, high expression is favorable in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
62.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
61.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
54.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
54.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
52.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
50.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
47.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
44.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
38.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
38.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
37.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
37.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
37.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
36.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
34.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
34.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
34.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
33.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
33.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
33.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
32.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
32.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
32.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
31.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
31.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
30.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
30.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
30.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
29.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
29.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
29.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
28.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
27.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
26.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
26.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
26.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
26.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
26.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
25.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
25.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
25.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
25.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
25.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
25.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
24.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
24.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
24.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
24.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
23.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
23.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
23.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
23.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
23.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
23.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
23.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
23.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
22.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
22.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
22.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
22.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
22.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
22.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
21.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
21.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
21.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
21.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
21.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
21.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
21.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
21.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
21.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
21.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
21.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
20.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
20.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
20.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
20.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
20.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
20.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
20.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
20.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
20.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
20.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
20.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
20.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
20.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
19.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
19.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
19.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
19.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
19.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
19.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
19.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
19.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
18.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
18.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
18.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
18.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
18.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
18.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
18.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
18.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
18.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
18.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
18.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
18.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
18.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
17.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
17.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
17.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
17.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
17.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
17.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
17.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
17.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
17.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
17.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
17.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
17.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
17.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
17.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
17.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
17.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
16.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
16.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
16.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
16.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
16.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
16.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
16.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
16.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
16.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
16.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
16.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
16.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
16.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
16.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
15.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
15.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
15.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
15.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
15.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
15.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
15.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
15.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
15.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
15.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
15.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
15.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
15.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
15.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
15.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
15.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
15.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
15.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
15.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
15.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
15.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
15.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
15.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
15.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
15.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
14.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
14.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
14.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
14.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
14.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
14.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
14.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
14.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
14.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
14.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
14.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
14.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
14.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
14.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
14.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
14.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
14.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
14.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
14.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
14.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
14.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
13.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
13.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
13.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
13.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
13.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
13.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
13.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
13.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
13.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
13.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
13.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
13.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
13.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
13.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
13.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
13.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
13.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
13.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
13.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
13.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
13.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
13.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
13.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
13.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
12.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
12.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
12.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
12.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
12.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
12.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
12.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
12.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
12.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
12.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
12.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
12.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
12.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
12.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
12.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
12.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
11.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
11.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
11.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
11.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
11.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
11.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
11.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
11.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
11.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
11.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
11.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
11.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
11.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
10.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
10.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
10.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
10.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
10.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
10.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
10.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
10.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
10.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
10.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
10.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
10.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
10.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
10.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
10.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
10.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
9.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
9.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
9.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
9.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
9.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
9.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
9.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
9.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
9.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
8.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
8.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
8.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
8.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
8.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
8.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
8.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
8.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
7.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
7.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
7.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
7.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
6.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
5.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
4.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
3.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
1.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0077140001
Normal
0.6
CPT0012080003
Tumor
0.5
CPT0002350011
Tumor
0.5
CPT0012180003
Tumor
0.4
CPT0012670003
Tumor
0.4
CPT0084560003
Tumor
0.4
CPT0009000003
Tumor
0.4
CPT0017850003
Tumor
0.4
CPT0012640003
Normal
0.3
CPT0076350001
Normal
0.3
CPT0015910003
Tumor
0.3
CPT0088760003
Tumor
0.3
CPT0084590001
Normal
0.3
CPT0001180009
Tumor
0.2
CPT0021240003
Tumor
0.2
CPT0063630003
Tumor
0.2
CPT0007870001
Normal
0.2
CPT0001260009
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0001190001
Normal
0.1
CPT0081990003
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0009060003
Tumor
0.1
CPT0063320003
Tumor
0.0
CPT0001270001
Normal
0.0
CPT0012090003
Normal
0.0
CPT0082010001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0012280003
Tumor
0.0
CPT0007860003
Tumor
0.0
CPT0088780001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0018250001
Normal
0.0
CPT0007320003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0017410003
Tumor
0.0
CPT0017450001
Normal
-0.1
CPT0086820003
Tumor
-0.2
CPT0009080003
Normal
-0.2
CPT0086890003
Normal
-0.2
CPT0012920003
Normal
-0.2
CPT0063640001
Normal
-0.2
CPT0069000003
Tumor
-0.3
CPT0009020003
Normal
-0.3
CPT0086830003
Normal
-0.3
CPT0076330003
Tumor
-0.3
CPT0069010001
Normal
-0.3
CPT0012290003
Normal
-0.6
CPT0012900004
Tumor
-0.6
CPT0026410003
Tumor
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0078830003
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
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0019990003
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0006440003
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
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
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
CPT0088630003
Tumor
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
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
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
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
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
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
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
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
CPT0087050003
Normal
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
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
