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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.
RNF215 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
10.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
31.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
28.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
27.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
23.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
21.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
21.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
19.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
19.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
19.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
18.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
17.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
16.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
15.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
15.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
15.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
14.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
14.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
13.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
12.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
12.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
12.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
12.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
12.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
11.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
11.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
10.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
10.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
10.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
10.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
9.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
9.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
9.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
9.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
8.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
8.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
8.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
7.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
7.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
7.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
7.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
7.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
6.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
6.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
6.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
6.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
6.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
6.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
6.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
6.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
6.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
6.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
5.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
5.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
4.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
4.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
4.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
4.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
4.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
3.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
3.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
3.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
3.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
2.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 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.
RNF215 is potential prognostic, high expression is unfavorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
105.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
29.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
28.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
28.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
28.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
27.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
27.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
25.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
25.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
25.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
24.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
24.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
24.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
23.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
23.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
23.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
23.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
23.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
22.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
22.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
22.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
21.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
21.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
21.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
21.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
21.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
21.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
21.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
21.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
21.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
20.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
20.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
20.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
20.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
20.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
20.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
20.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
19.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
19.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
19.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
19.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
19.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
19.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
19.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
19.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
19.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
19.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
18.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
18.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
18.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
18.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
18.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
18.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
18.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
18.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
18.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
18.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
18.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
18.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
18.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
18.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
18.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
17.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
17.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
17.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
17.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
17.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
17.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
17.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
17.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
17.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
17.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
17.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
17.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
17.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
17.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
17.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
17.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
17.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
17.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
17.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
17.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
17.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
17.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
17.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
17.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
16.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
16.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
16.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
16.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
16.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
16.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
16.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
16.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
16.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
16.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
16.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
16.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
16.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
16.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
16.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
16.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
16.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
16.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
16.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
16.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
16.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
16.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
16.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
16.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
16.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
16.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
16.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
16.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
16.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
16.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
16.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
15.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
15.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
15.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
15.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
15.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
15.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
15.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
15.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
15.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
15.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
15.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
15.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
15.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
15.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
15.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
15.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
15.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
15.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
15.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
15.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
15.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
15.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
15.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
15.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
15.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
15.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
15.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
15.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
15.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
15.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
15.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
15.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
15.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
15.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
15.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
15.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
15.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
15.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
15.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
14.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
14.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
14.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
14.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
14.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
14.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
14.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
14.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
14.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
14.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
14.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
14.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
14.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
14.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
14.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
14.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
14.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
14.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
14.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
14.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
14.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
14.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
14.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
14.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
14.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
14.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
14.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
14.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
14.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
14.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
14.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
14.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
14.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
14.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
14.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
14.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
14.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
14.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
14.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
14.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
14.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
14.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
14.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
14.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
13.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
13.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
13.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
13.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
13.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
13.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
13.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
13.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
13.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
13.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
13.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
13.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
13.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
13.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
13.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
13.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
13.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
13.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
13.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
13.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
13.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
13.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
13.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
13.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
13.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
13.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
13.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
13.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
13.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
13.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
13.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
13.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
13.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
13.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
13.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
13.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
13.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
13.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
13.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
13.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
13.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
13.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
13.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
13.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
12.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
12.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
12.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
12.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
12.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
12.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
12.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
12.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
12.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
12.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
12.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
12.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
12.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
12.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
12.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
12.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
12.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
12.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
12.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
12.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
12.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
12.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
12.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
12.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
12.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
12.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
12.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
12.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
12.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
12.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
12.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
12.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
12.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
12.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
12.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
12.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
12.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
12.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
12.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
12.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
12.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
12.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
12.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
12.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
12.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
12.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
12.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
12.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
12.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
12.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
12.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
12.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
12.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
12.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
12.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
12.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
12.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
12.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
11.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
11.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
11.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
11.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
11.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
11.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
11.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
11.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
11.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
11.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
11.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
11.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
11.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
11.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
11.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
11.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
11.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
11.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
11.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
11.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
11.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
11.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
11.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
11.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
11.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
11.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
11.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
11.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
11.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
11.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
11.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
11.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
11.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
11.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
11.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
11.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
11.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
11.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
11.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
11.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
11.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
11.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
11.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
11.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
11.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
11.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
11.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
11.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
11.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
11.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
10.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
10.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
10.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
10.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
10.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
10.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
10.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
10.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
10.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
10.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
10.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
10.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
10.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
10.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
10.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
10.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
10.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
10.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
10.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
10.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
10.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
10.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
10.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
10.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
10.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
10.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
10.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
10.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
10.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
10.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
10.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
10.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
10.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
10.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
10.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
10.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
10.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
10.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
10.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
10.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
10.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
10.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
10.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
10.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
9.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
9.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
9.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
9.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
9.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
9.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
9.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
9.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
9.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
9.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
9.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
9.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
9.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
9.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
9.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
9.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
9.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
9.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
9.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
9.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
9.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
9.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
9.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
9.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
9.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
9.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
9.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
9.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
9.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
9.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
9.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
9.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
9.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
9.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
9.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
9.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
9.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
9.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
9.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
9.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
9.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
8.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
8.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
8.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
8.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
8.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
8.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
8.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
8.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
8.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
8.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
8.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
8.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
8.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
8.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
8.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
8.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
8.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
8.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
8.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
8.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
8.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
8.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
8.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
8.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
8.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
8.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
8.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
7.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
7.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
7.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
7.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
7.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
7.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
7.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
7.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
7.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
7.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
7.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
7.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
7.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
7.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
7.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
7.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
7.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
7.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
7.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
7.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
7.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
7.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
7.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
6.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
6.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
6.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
6.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
6.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
6.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
6.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
6.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
6.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
6.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
6.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
5.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
5.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
5.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
4.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
4.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
4.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
4.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
4.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
4.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
4.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
4.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
4.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
4.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
3.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
3.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
3.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
3.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
2.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
2.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RNF215 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
16.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
38.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
38.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
31.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
30.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
27.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
24.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
24.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
24.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
23.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
22.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
22.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
21.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
21.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
20.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
20.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
20.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
20.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
20.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
19.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
19.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
19.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
19.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
19.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
18.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
18.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
18.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
18.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
18.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
18.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
18.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
18.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
17.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
17.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
17.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
17.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
17.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
17.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
17.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
17.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
17.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
16.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
16.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
16.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
16.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
16.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
16.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
16.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
16.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
16.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
15.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
15.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
15.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
15.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
15.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
14.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
14.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
14.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
14.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
14.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
14.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
14.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
14.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
14.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
14.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
14.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
13.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
13.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
13.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
13.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
13.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
13.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
13.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
12.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
12.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
12.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
12.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
12.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
11.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
11.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
11.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
11.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
11.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
11.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
10.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
10.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
10.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
10.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
10.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
10.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
9.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
9.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
9.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
9.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
9.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
8.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
8.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
8.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
7.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
5.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RNF215 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
48.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
44.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
41.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
35.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
34.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
34.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
32.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
31.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
31.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
31.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
30.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
29.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
29.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
28.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
28.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
28.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
26.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
25.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
25.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
25.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
25.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
25.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
25.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
24.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
24.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
23.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
23.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
22.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
21.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
21.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
21.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
21.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
20.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
20.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
20.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
20.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
20.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
20.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
20.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
20.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
19.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
19.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
19.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
19.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
19.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
18.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
18.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
18.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
18.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
18.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
18.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
18.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
18.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
18.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
18.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
18.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
18.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
17.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
17.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
17.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
17.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
17.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
17.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
17.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
17.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
17.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
17.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
17.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
17.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
17.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
17.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
16.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
16.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
16.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
16.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
16.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
16.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
16.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
16.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
16.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
16.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
16.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
15.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
15.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
15.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
15.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
15.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
15.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
15.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
15.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
15.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
15.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
15.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
15.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
15.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
15.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
15.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
15.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
15.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
15.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
15.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
15.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
14.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
14.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
14.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
14.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
14.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
14.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
14.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
14.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
14.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
14.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
14.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
14.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
14.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
14.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
14.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
14.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
14.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
13.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
13.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
13.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
13.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
13.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
13.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
13.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
13.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
13.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
13.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
13.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
13.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
13.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
13.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
13.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
13.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
13.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
13.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
13.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
13.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
13.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
13.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
13.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
13.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
12.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
12.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
12.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
12.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
12.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
12.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
12.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
12.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
12.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
12.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
12.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
12.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
12.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
12.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
12.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
12.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
12.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
12.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
12.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
12.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
12.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
12.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
12.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
11.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
11.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
11.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
11.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
11.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
11.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
11.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
11.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
11.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
11.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
11.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
11.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
11.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
11.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
11.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
11.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
11.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
11.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
10.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
10.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
10.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
10.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
10.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
10.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
10.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
10.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
10.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
10.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
10.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
10.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
10.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
10.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
10.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
10.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
9.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
9.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
9.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
9.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
9.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
9.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
9.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
9.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
9.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
9.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
9.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
9.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
9.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
9.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
9.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
9.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
9.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
9.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
9.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
9.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
9.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
9.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
9.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
8.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
8.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
8.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
8.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
8.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
8.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
8.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
8.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
8.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
8.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
8.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
8.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
8.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
8.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
7.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
7.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
7.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
7.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
7.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
7.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
7.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
7.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
7.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
7.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
7.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
7.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
7.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
7.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
7.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
7.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
6.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
6.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
6.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
6.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
6.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
6.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
6.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
6.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
6.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
6.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
6.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
6.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
6.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
5.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
5.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
5.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
5.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
5.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
5.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
4.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
4.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
4.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
3.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
3.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
3.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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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
