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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.
SLC29A4 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
30.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
151.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
103.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
102.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
101.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
94.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
75.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
69.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
52.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
52.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
51.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
43.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
43.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
43.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
39.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
37.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
36.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
35.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
33.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
32.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
32.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
32.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
32.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
31.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
31.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
30.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
28.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
27.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
26.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
26.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
26.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
26.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
25.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
24.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
23.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
23.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
23.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
20.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
18.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
17.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
17.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
16.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
16.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
15.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
15.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
15.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
15.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
14.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
12.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
11.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
10.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
9.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
9.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
8.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
8.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
8.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
6.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
5.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
4.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
4.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
4.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
3.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
2.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 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.
SLC29A4 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
19.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
96.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
91.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
82.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
80.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
79.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
77.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
74.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
74.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
72.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
72.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
62.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
61.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
59.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
57.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
57.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
56.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
55.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
55.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
54.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
51.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
51.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
50.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
50.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
50.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
49.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
49.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
47.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
46.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
46.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
44.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
43.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
43.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
42.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
42.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
41.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
40.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
40.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
40.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
40.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
40.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
40.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
39.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
39.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
39.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
39.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
38.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
38.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
38.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
38.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
37.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
37.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
37.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
37.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
37.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
36.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
36.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
36.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
36.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
36.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
36.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
36.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
35.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
35.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
35.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
35.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
35.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
34.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
34.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
34.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
34.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
34.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
34.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
33.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
33.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
33.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
33.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
33.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
33.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
32.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
32.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
32.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
32.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
32.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
32.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
31.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
31.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
31.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
31.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
31.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
31.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
31.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
31.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
31.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
30.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
30.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
30.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
30.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
30.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
30.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
30.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
30.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
29.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
29.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
29.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
29.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
28.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
28.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
28.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
28.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
28.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
28.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
28.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
27.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
27.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
27.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
27.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
27.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
27.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
27.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
27.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
27.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
27.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
27.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
27.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
26.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
26.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
26.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
26.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
26.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
26.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
26.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
26.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
25.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
25.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
25.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
25.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
25.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
25.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
25.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
25.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
25.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
25.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
24.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
24.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
24.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
24.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
24.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
24.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
24.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
24.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
24.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
24.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
24.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
24.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
24.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
24.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
24.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
24.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
24.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
23.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
23.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
23.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
23.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
23.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
23.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
23.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
23.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
23.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
23.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
23.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
22.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
22.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
22.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
22.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
22.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
22.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
22.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
22.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
22.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
22.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
22.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
22.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
21.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
21.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
21.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
21.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
21.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
21.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
21.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
21.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
21.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
21.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
21.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
21.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
21.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
21.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
21.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
21.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
20.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
20.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
20.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
20.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
20.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
20.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
20.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
20.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
19.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
19.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
19.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
19.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
19.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
19.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
19.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
19.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
19.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
18.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
18.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
18.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
18.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
18.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
18.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
18.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
18.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
18.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
18.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
18.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
18.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
18.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
18.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
17.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
17.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
17.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
17.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
17.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
17.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
17.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
17.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
17.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
17.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
17.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
17.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
17.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
17.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
16.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
16.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
16.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
16.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
16.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
16.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
16.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
16.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
16.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
16.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
16.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
16.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
16.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
16.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
16.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
16.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
16.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
15.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
15.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
15.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
15.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
15.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
15.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
15.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
15.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
15.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
15.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
15.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
15.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
15.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
15.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
14.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
14.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
14.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
14.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
14.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
14.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
14.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
14.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
14.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
14.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
14.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
14.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
14.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
14.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
13.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
13.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
13.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
13.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
13.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
13.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
13.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
13.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
13.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
13.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
13.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
13.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
13.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
13.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
13.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
13.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
13.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
13.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
12.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
12.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
12.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
12.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
12.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
12.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
12.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
12.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
12.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
12.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
12.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
12.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
12.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
12.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
12.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
12.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
12.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
12.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
11.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
11.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
11.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
11.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
11.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
11.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
11.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
11.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
11.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
11.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
11.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
11.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
11.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
11.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
11.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
11.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
11.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
11.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
11.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
11.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
11.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
11.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
11.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
11.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
11.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
11.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
11.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
11.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
10.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
10.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
10.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
10.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
10.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
10.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
10.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
10.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
10.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
10.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
10.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
10.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
10.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
10.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
10.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
10.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
10.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
9.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
9.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
9.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
9.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
9.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
9.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
9.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
9.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
9.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
9.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
9.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
9.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
9.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
9.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
9.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
9.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
9.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
9.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
8.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
8.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
8.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
8.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
8.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
8.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
8.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
8.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
8.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
8.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
8.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
8.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
8.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
8.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
8.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
8.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
8.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
8.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
7.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
7.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
7.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
7.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
7.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
7.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
7.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
7.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
7.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
7.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
7.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
7.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
7.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
7.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
7.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
7.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
7.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
6.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
6.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
6.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
6.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
6.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
6.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
6.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
6.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
6.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
6.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
6.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
6.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
6.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
6.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
6.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
6.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
6.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
5.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
5.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
5.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
5.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
5.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
5.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
5.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
5.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
5.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
5.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
5.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
5.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
5.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
5.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
4.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
4.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
4.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
4.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
4.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
4.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
4.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
4.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
4.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
4.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
4.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
4.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
3.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
3.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
3.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
3.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
3.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
3.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
3.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
3.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
3.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
3.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
3.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
2.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
2.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
2.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
2.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
2.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
2.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
2.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
2.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
2.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
2.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
2.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
2.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
2.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
2.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
2.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
2.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
2.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
2.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
2.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
1.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
1.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
1.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
1.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
1.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
1.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
1.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
1.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
1.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
1.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
1.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
1.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
1.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
0.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
0.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
0.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
0.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
0.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
0.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 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.
SLC29A4 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
19.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
107.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
80.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
70.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
50.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
48.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
45.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
44.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
44.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
42.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
41.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
41.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
39.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
39.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
38.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
36.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
36.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
35.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
35.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
35.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
33.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
33.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
32.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
32.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
30.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
29.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
28.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
28.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
28.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
26.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
26.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
25.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
24.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
23.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
22.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
22.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
22.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
21.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
20.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
20.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
19.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
19.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
18.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
17.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
17.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
17.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
16.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
16.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
15.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
14.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
14.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
14.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
13.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
12.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
12.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
11.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
11.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
11.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
11.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
10.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
10.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
9.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
9.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
9.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
9.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
9.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
9.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
8.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
8.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
8.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
7.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
7.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
7.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
7.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
7.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
6.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
5.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
5.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
5.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
4.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
3.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
3.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
3.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
3.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
2.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
2.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
1.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
1.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
1.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
1.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
1.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
1.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
1.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
1.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
1.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
1.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
0.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 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.
SLC29A4 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
9.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
75.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
61.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
55.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
49.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
45.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
45.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
42.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
40.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
39.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
38.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
38.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
36.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
36.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
35.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
34.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
33.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
33.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
31.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
30.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
30.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
29.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
29.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
28.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
27.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
27.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
27.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
26.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
25.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
24.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
24.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
23.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
22.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
21.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
21.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
21.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
21.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
21.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
20.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
20.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
20.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
19.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
19.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
18.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
17.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
17.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
17.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
17.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
17.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
17.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
17.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
16.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
16.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
16.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
15.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
15.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
15.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
14.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
14.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
14.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
14.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
14.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
14.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
14.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
14.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
14.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
14.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
13.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
13.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
13.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
13.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
13.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
12.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
12.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
12.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
12.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
12.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
12.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
12.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
11.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
11.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
11.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
11.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
11.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
11.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
11.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
11.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
11.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
11.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
10.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
10.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
10.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
10.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
10.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
10.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
10.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
10.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
10.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
10.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
10.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
9.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
9.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
9.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
9.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
9.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
9.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
8.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
8.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
8.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
8.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
8.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
8.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
8.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
8.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
8.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
8.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
8.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
8.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
7.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
7.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
7.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
7.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
7.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
7.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
7.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
6.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
6.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
6.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
6.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
6.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
6.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
6.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
6.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
6.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
5.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
5.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
5.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
5.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
5.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
5.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
5.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
5.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
5.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
5.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
5.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
5.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
4.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
4.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
4.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
4.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
4.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
4.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
4.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
4.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
4.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
4.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
4.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
4.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
4.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
4.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
4.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
4.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
4.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
4.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
4.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
4.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
4.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
4.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
4.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
3.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
3.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
3.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
3.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
3.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
3.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
3.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
3.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
3.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
3.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
3.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
3.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
3.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
3.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
3.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
2.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
2.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
2.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
2.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
2.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
2.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
2.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
2.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
2.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
2.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
2.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
2.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
2.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
2.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
2.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
2.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
2.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
2.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
2.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
2.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
2.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
2.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
2.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
2.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
2.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
2.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
2.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
2.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
2.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
2.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
2.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
2.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
2.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
1.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
1.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
1.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
1.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
1.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
1.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
1.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
1.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
1.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
1.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
1.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
1.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
1.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
1.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
1.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
1.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
1.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
1.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
1.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
1.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
1.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
1.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
1.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
1.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
1.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
1.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
1.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
1.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
1.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
0.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
0.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
0.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
0.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
0.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
0.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
0.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
0.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
0.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
0.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
0.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
0.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
0.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
0.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
0.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
0.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
0.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
0.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
0.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
0.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
0.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
0.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 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-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 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
