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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.
SLC2A4RG 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
14.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
100.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
33.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
29.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
27.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
23.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
22.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
22.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
22.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
22.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
21.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
20.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
20.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
20.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
20.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
19.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
19.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
18.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
18.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
18.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
16.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
16.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
15.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
15.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
14.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
13.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
13.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
13.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
12.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
12.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
12.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
12.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
11.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
11.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
11.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
11.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
10.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
10.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
10.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
10.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
10.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
10.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
10.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
10.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
9.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
9.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
9.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
8.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
8.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
8.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
7.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
7.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
7.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
7.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
6.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
6.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
6.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
5.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
5.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
5.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
5.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
3.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
2.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
1.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 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.
SLC2A4RG is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
39.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
36.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
32.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
32.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
28.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
27.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
25.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
25.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
25.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
24.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
23.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
23.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
23.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
23.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
22.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
22.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
22.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
22.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
22.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
22.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
22.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
21.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
21.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
21.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
21.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
21.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
21.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
21.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
21.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
21.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
21.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
21.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
20.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
20.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
20.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
20.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
20.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
19.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
19.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
19.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
19.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
19.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
18.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
18.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
18.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
18.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
18.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
18.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
18.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
18.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
18.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
18.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
17.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
17.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
17.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
17.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
17.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
17.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
17.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
17.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
17.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
17.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
17.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
17.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
17.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
17.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
17.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
17.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
17.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
16.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
16.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
16.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
16.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
16.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
16.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
16.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
16.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
16.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
16.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
16.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
16.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
15.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
15.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
15.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
15.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
15.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
15.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
15.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
15.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
15.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
15.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
15.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
15.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
15.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
15.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
15.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
15.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
15.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
15.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
14.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
14.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
14.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
14.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
14.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
14.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
14.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
14.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
14.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
14.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
14.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
14.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
14.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
14.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
14.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
14.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
14.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
14.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
14.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
14.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
14.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
14.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
14.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
14.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
14.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
14.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
14.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
14.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
13.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
13.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
13.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
13.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
13.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
13.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
13.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
13.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
13.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
13.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
13.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
13.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
13.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
13.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
13.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
13.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
13.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
13.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
13.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
13.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
13.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
13.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
13.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
13.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
13.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
13.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
13.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
13.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
13.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
13.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
13.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
13.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
13.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
13.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
13.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
13.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
13.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
13.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
13.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
13.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
12.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
12.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
12.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
12.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
12.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
12.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
12.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
12.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
12.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
12.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
12.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
12.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
12.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
12.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
12.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
12.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
12.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
12.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
12.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
12.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
12.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
12.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
12.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
12.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
12.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
12.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
12.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
12.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
12.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
12.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
12.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
12.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
12.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
12.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
12.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
12.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
12.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
12.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
12.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
12.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
12.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
11.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
11.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
11.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
11.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
11.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
11.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
11.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
11.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
11.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
11.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
11.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
11.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
11.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
11.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
11.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
11.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
11.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
11.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
11.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
11.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
11.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
11.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
11.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
11.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
11.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
11.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
11.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
11.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
11.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
11.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
11.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
11.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
11.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
11.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
10.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
10.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
10.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
10.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
10.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
10.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
10.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
10.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
10.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
10.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
10.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
10.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
10.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
10.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
10.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
10.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
10.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
10.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
10.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
10.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
10.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
10.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
10.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
10.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
10.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
10.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
10.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
10.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
10.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
10.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
10.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
10.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
10.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
10.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
10.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
10.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
10.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
10.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
10.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
10.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
10.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
10.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
10.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
10.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
10.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
10.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
10.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
10.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
10.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
10.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
10.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
10.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
10.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
10.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
9.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
9.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
9.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
9.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
9.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
9.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
9.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
9.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
9.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
9.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
9.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
9.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
9.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
9.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
9.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
9.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
9.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
9.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
9.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
9.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
9.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
9.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
9.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
9.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
9.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
9.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
9.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
9.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
9.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
9.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
9.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
9.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
9.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
9.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
9.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
9.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
9.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
9.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
9.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
9.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
9.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
9.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
9.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
8.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
8.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
8.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
8.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
8.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
8.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
8.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
8.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
8.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
8.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
8.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
8.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
8.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
8.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
8.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
8.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
8.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
8.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
8.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
8.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
8.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
8.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
8.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
8.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
8.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
8.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
8.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
8.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
8.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
8.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
8.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
8.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
8.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
8.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
8.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
8.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
8.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
8.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
8.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
8.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
8.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
8.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
8.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
7.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
7.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
7.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
7.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
7.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
7.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
7.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
7.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
7.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
7.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
7.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
7.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
7.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
7.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
7.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
7.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
7.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
7.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
7.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
7.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
7.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
7.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
7.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
7.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
7.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
7.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
7.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
7.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
7.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
7.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
7.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
7.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
7.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
7.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
6.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
6.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
6.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
6.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
6.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
6.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
6.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
6.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
6.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
6.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
6.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
6.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
6.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
6.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
6.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
6.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
6.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
6.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
6.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
6.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
6.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
6.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
6.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
6.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
6.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
6.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
6.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
6.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
6.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
6.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
6.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
6.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
6.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
6.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
6.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
6.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
6.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
6.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
5.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
5.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
5.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
5.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
5.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
5.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
5.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
5.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
5.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
5.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
5.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
5.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
5.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
5.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
5.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
5.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
5.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
5.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
5.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
5.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
5.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
5.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
5.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
5.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
5.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
5.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
5.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
5.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
4.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
4.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
4.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
4.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
4.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
4.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
4.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
4.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
4.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
4.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
4.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
4.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
4.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
4.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
4.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
4.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
3.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
3.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
3.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
3.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
3.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
3.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
3.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
3.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
3.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
3.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
3.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
3.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
3.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
2.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
1.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
1.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 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.
SLC2A4RG 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
20.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
49.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
47.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
35.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
35.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
35.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
34.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
32.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
32.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
31.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
30.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
29.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
29.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
29.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
28.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
28.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
27.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
27.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
27.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
26.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
26.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
26.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
25.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
25.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
25.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
25.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
24.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
24.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
24.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
24.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
24.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
23.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
23.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
22.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
22.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
21.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
21.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
21.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
21.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
20.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
20.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
20.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
20.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
20.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
20.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
20.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
20.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
19.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
19.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
19.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
19.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
19.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
18.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
18.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
18.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
18.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
18.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
17.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
17.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
17.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
17.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
16.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
16.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
16.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
16.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
16.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
16.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
16.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
15.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
15.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
15.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
15.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
15.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
15.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
14.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
14.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
14.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
14.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
14.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
14.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
13.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
13.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
12.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
12.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
12.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
12.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
11.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
11.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
11.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
11.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
11.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
11.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
10.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
10.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
10.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
10.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
9.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
9.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
8.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
7.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 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.
SLC2A4RG 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
19.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
63.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
59.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
57.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
56.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
51.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
48.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
46.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
44.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
44.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
43.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
43.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
42.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
41.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
41.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
40.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
39.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
39.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
38.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
38.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
37.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
37.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
36.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
36.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
35.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
35.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
35.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
35.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
35.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
34.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
34.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
34.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
33.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
32.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
32.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
31.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
31.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
31.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
31.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
31.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
31.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
30.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
30.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
30.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
29.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
29.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
29.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
29.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
28.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
28.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
28.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
28.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
28.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
28.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
28.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
28.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
28.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
27.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
27.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
27.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
27.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
26.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
26.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
26.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
26.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
26.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
25.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
25.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
25.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
25.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
24.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
24.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
24.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
24.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
24.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
24.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
24.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
23.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
23.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
23.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
23.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
23.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
23.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
23.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
23.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
23.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
23.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
23.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
23.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
22.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
22.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
22.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
22.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
22.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
22.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
22.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
22.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
22.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
21.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
21.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
21.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
21.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
21.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
21.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
20.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
20.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
20.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
20.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
20.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
20.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
20.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
20.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
20.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
19.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
19.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
19.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
19.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
19.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
19.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
19.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
18.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
18.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
18.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
18.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
18.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
18.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
18.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
18.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
18.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
18.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
18.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
18.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
18.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
18.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
18.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
17.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
17.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
17.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
17.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
17.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
17.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
17.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
17.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
17.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
17.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
17.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
17.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
17.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
17.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
17.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
16.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
16.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
16.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
16.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
16.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
16.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
16.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
16.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
16.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
16.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
16.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
16.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
15.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
15.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
15.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
15.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
15.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
15.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
15.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
15.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
15.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
15.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
14.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
14.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
14.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
14.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
14.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
14.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
14.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
14.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
14.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
14.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
13.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
13.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
13.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
13.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
13.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
13.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
13.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
13.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
13.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
13.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
13.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
13.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
13.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
13.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
12.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
12.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
12.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
12.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
12.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
12.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
12.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
12.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
12.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
12.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
12.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
12.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
12.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
11.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
11.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
11.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
11.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
11.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
11.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
11.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
11.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
10.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
10.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
10.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
10.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
10.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
10.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
10.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
10.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
10.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
10.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
10.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
10.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
10.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
9.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
9.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
9.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
9.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
9.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
9.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
9.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
9.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
9.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
9.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
9.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
8.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
8.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
8.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
8.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
8.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
8.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
8.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
7.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
7.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
7.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
7.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
7.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
7.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
7.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
7.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
7.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
7.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
7.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
7.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
6.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
6.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
6.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
6.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
5.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
5.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
5.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
5.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
5.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
5.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
4.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
4.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
4.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
3.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
3.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
1.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 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.
The Human Protein Atlas project is funded
