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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.
ENSG00000283149 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
15.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
71.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
49.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
42.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
42.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
36.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
35.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
32.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
30.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
26.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
22.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
18.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
18.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
18.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
18.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
18.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
18.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
17.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
17.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
17.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
16.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
16.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
15.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
15.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
15.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
15.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
15.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
15.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
14.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
14.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
13.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
13.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
13.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
13.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
12.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
12.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
12.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
11.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
11.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
11.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
10.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
10.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
9.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
8.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
8.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
8.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
8.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
8.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
7.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
7.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
7.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
7.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
6.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
6.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
6.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
6.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
6.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
5.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
5.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 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.
ENSG00000283149 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
18.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
88.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
53.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
49.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
45.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
44.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
43.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
43.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
43.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
42.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
42.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
42.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
40.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
40.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
40.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
40.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
40.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
39.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
38.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
38.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
37.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
37.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
35.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
35.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
34.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
33.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
33.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
33.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
33.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
32.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
32.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
32.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
32.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
32.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
31.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
31.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
31.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
31.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
30.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
30.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
30.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
30.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
30.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
29.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
29.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
29.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
28.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
28.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
28.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
28.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
28.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
28.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
27.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
27.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
27.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
27.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
27.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
27.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
27.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
27.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
27.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
26.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
26.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
26.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
26.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
26.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
26.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
26.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
26.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
26.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
26.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
26.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
25.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
25.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
25.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
25.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
25.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
25.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
25.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
25.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
25.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
25.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
25.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
25.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
25.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
25.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
25.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
25.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
24.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
24.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
24.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
24.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
24.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
24.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
24.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
24.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
24.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
24.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
24.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
24.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
24.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
24.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
24.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
24.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
24.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
23.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
23.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
23.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
23.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
23.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
23.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
23.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
23.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
23.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
23.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
23.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
22.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
22.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
22.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
22.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
22.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
22.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
22.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
22.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
22.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
22.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
22.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
22.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
22.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
22.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
22.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
22.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
22.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
22.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
22.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
22.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
22.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
22.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
22.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
22.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
22.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
22.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
22.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
22.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
22.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
21.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
21.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
21.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
21.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
21.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
21.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
21.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
21.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
21.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
21.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
21.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
21.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
21.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
21.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
21.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
20.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
20.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
20.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
20.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
20.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
20.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
20.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
20.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
20.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
20.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
20.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
20.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
20.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
20.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
20.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
20.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
20.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
20.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
20.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
20.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
20.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
19.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
19.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
19.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
19.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
19.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
19.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
19.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
19.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
19.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
19.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
19.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
19.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
19.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
19.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
19.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
19.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
19.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
19.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
19.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
19.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
19.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
19.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
19.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
19.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
19.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
19.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
19.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
19.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
19.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
19.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
18.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
18.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
18.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
18.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
18.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
18.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
18.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
18.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
18.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
18.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
18.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
18.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
18.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
18.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
18.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
18.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
17.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
17.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
17.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
17.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
17.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
17.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
17.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
17.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
17.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
17.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
17.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
17.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
17.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
17.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
17.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
17.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
17.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
17.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
17.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
17.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
17.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
17.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
17.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
17.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
17.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
17.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
17.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
17.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
17.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
17.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
17.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
17.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
17.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
17.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
17.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
17.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
16.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
16.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
16.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
16.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
16.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
16.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
16.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
16.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
16.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
16.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
16.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
16.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
16.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
16.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
16.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
16.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
16.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
16.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
16.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
16.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
16.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
16.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
16.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
16.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
16.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
15.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
15.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
15.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
15.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
15.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
15.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
15.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
15.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
15.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
15.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
15.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
15.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
15.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
15.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
15.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
15.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
15.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
15.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
15.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
15.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
15.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
15.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
15.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
15.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
15.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
15.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
15.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
15.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
15.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
15.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
15.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
15.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
15.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
15.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
15.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
15.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
14.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
14.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
14.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
14.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
14.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
14.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
14.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
14.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
14.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
14.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
14.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
14.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
14.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
14.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
14.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
14.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
14.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
14.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
14.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
14.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
14.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
14.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
14.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
14.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
14.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
14.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
14.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
14.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
14.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
14.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
14.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
14.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
13.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
13.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
13.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
13.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
13.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
13.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
13.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
13.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
13.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
13.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
13.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
13.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
13.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
13.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
13.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
13.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
13.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
13.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
13.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
13.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
13.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
13.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
13.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
13.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
13.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
12.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
12.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
12.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
12.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
12.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
12.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
12.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
12.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
12.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
12.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
12.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
12.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
12.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
12.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
12.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
12.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
12.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
12.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
12.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
12.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
12.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
12.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
11.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
11.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
11.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
11.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
11.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
11.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
11.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
11.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
11.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
11.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
11.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
11.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
11.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
11.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
11.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
11.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
11.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
11.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
11.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
11.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
11.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
11.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
11.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
11.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
10.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
10.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
10.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
10.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
10.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
10.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
10.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
10.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
10.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
10.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
10.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
10.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
10.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
10.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
10.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
10.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
10.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
10.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
10.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
10.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
10.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
10.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
10.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
10.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
10.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
10.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
9.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
9.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
9.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
9.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
9.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
9.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
9.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
9.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
9.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
9.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
9.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
9.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
9.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
9.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
9.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
9.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
9.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
9.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
9.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
9.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
9.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
9.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
9.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
9.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
9.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
9.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
8.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
8.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
8.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
8.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
8.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
8.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
8.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
8.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
8.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
8.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
8.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
8.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
7.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
7.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
7.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
7.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
7.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
7.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
7.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
7.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
7.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
7.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
7.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
7.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
7.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
7.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
7.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
7.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
6.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
6.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
6.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
6.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
6.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
6.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
6.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
5.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
5.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
5.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
5.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
3.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
3.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
0.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
ENSG00000283149 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
16.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
49.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
43.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
40.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
38.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
37.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
37.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
37.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
34.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
33.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
33.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
31.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
28.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
28.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
28.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
26.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
26.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
24.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
24.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
23.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
22.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
22.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
22.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
21.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
21.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
20.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
20.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
20.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
19.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
19.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
18.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
18.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
18.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
17.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
17.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
17.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
16.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
15.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
15.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
15.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
14.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
14.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
14.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
14.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
14.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
14.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
14.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
14.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
13.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
13.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
13.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
13.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
13.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
13.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
12.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
12.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
12.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
12.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
11.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
11.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
11.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
11.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
11.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
11.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
10.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
10.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
10.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
10.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
10.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
9.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
9.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
9.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
9.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
9.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
9.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
9.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
8.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
8.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
8.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
8.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
8.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
8.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
8.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
8.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
8.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
8.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
8.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
8.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
7.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
7.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
7.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
7.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
6.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
6.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
6.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
6.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
5.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
5.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
4.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
4.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 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.
ENSG00000283149 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
21.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
112.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
106.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
91.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
76.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
73.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
69.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
65.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
61.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
60.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
60.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
56.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
56.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
54.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
52.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
51.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
51.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
51.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
48.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
46.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
44.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
44.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
44.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
42.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
42.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
42.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
41.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
41.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
41.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
40.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
40.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
39.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
38.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
37.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
36.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
35.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
35.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
35.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
34.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
34.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
34.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
34.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
33.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
33.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
32.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
31.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
31.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
31.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
30.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
30.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
30.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
29.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
28.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
28.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
28.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
28.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
27.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
27.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
27.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
27.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
27.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
27.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
27.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
26.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
26.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
26.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
26.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
26.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
26.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
26.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
25.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
25.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
25.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
25.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
25.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
25.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
25.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
25.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
25.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
25.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
24.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
24.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
24.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
24.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
24.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
23.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
23.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
23.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
23.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
23.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
23.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
23.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
23.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
23.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
23.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
23.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
22.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
22.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
22.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
22.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
22.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
22.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
22.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
22.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
21.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
21.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
21.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
21.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
21.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
21.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
21.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
21.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
20.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
20.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
20.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
20.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
20.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
20.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
20.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
20.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
20.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
20.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
19.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
19.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
19.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
19.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
19.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
19.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
19.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
19.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
19.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
19.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
19.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
19.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
19.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
19.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
18.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
18.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
18.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
18.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
18.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
18.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
17.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
17.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
17.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
17.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
17.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
17.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
17.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
17.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
17.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
17.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
17.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
17.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
17.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
17.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
17.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
17.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
17.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
16.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
16.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
16.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
16.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
16.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
16.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
16.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
16.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
16.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
16.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
16.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
16.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
16.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
16.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
15.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
15.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
15.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
15.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
14.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
14.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
14.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
14.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
14.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
14.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
14.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
14.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
13.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
13.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
13.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
13.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
13.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
13.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
13.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
13.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
13.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
13.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
13.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
12.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
12.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
12.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
12.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
12.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
12.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
12.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
12.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
12.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
12.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
12.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
12.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
11.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
11.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
11.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
11.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
11.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
11.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
11.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
11.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
10.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
10.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
10.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
10.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
10.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
10.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
10.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
10.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
10.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
9.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
9.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
9.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
9.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
9.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
9.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
8.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
8.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
8.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
8.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
8.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
7.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
7.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
7.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
7.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
7.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
7.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
7.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
6.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
6.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
6.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
6.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
6.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
6.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
6.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
6.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
6.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
6.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
6.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
5.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
5.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
5.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
4.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
4.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
3.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
3.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
3.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
3.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
2.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
2.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 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
