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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.
IL13RA1 is potential prognostic, high expression is unfavorable 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
21.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
46.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
43.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
42.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
41.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
37.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
32.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
30.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
30.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
30.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
29.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
29.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
29.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
28.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
28.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
28.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
28.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
26.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
26.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
25.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
25.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
24.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
24.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
24.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
23.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
23.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
22.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
22.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
22.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
21.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
21.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
21.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
21.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
20.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
20.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
18.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
18.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
18.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
17.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
17.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
17.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
16.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
16.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
16.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
15.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
15.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
15.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
14.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
14.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
14.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
14.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
14.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
14.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
12.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
12.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
12.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
12.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
12.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
12.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
11.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
11.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
10.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
9.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
7.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 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.
IL13RA1 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
39.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
183.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
123.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
122.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
97.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
85.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
82.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
82.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
81.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
79.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
79.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
78.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
77.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
77.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
75.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
75.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
75.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
73.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
72.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
71.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
71.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
71.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
70.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
70.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
70.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
70.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
69.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
69.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
69.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
68.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
68.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
68.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
68.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
68.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
68.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
67.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
67.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
66.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
65.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
65.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
65.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
65.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
64.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
64.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
64.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
64.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
63.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
63.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
63.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
63.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
63.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
63.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
62.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
62.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
62.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
62.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
61.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
61.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
61.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
61.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
60.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
60.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
60.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
60.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
59.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
59.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
59.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
57.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
57.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
57.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
56.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
56.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
56.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
56.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
56.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
55.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
55.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
55.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
55.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
55.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
55.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
55.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
55.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
54.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
54.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
54.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
54.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
54.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
54.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
54.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
53.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
53.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
53.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
53.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
53.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
53.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
52.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
52.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
52.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
52.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
52.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
52.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
52.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
52.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
52.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
52.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
52.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
52.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
51.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
51.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
51.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
51.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
51.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
51.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
50.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
50.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
50.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
50.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
50.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
50.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
50.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
50.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
50.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
49.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
49.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
49.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
49.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
49.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
49.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
49.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
49.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
49.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
49.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
48.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
48.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
48.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
48.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
48.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
48.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
48.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
48.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
48.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
48.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
48.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
48.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
47.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
47.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
47.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
47.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
47.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
47.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
47.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
47.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
47.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
47.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
47.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
47.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
46.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
46.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
46.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
46.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
46.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
46.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
46.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
46.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
46.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
46.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
46.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
45.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
45.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
45.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
45.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
45.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
45.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
45.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
45.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
45.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
45.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
45.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
45.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
45.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
45.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
44.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
44.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
44.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
44.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
44.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
44.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
43.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
43.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
43.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
43.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
43.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
43.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
43.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
43.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
42.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
42.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
42.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
42.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
42.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
42.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
42.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
42.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
42.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
42.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
42.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
42.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
41.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
41.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
41.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
41.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
41.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
41.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
41.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
41.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
41.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
41.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
40.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
40.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
40.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
40.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
40.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
40.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
40.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
40.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
40.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
40.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
40.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
40.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
40.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
39.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
39.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
39.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
39.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
39.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
39.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
39.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
39.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
38.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
38.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
38.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
38.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
38.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
38.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
38.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
38.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
38.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
38.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
38.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
38.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
37.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
37.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
37.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
37.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
37.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
37.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
37.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
37.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
37.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
37.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
37.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
37.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
37.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
37.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
36.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
36.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
36.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
36.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
36.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
36.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
36.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
36.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
36.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
36.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
36.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
36.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
36.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
36.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
35.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
35.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
35.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
35.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
35.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
35.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
35.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
35.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
35.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
35.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
34.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
34.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
34.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
34.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
34.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
34.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
34.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
34.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
34.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
34.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
34.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
34.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
34.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
34.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
34.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
34.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
34.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
34.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
34.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
33.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
33.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
33.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
33.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
33.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
33.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
33.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
33.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
33.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
33.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
33.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
33.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
33.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
33.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
33.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
33.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
32.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
32.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
32.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
32.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
32.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
32.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
31.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
31.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
31.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
31.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
31.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
31.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
31.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
31.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
31.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
31.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
31.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
31.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
31.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
30.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
30.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
30.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
30.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
30.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
30.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
30.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
30.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
30.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
30.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
30.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
30.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
30.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
30.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
29.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
29.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
29.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
29.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
29.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
29.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
29.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
29.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
29.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
29.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
29.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
29.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
29.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
29.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
29.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
28.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
28.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
28.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
28.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
28.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
28.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
28.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
28.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
28.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
28.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
28.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
28.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
28.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
28.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
28.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
28.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
27.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
27.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
27.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
27.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
27.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
27.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
27.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
27.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
27.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
27.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
26.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
26.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
26.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
26.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
26.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
26.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
26.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
26.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
26.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
26.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
26.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
25.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
25.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
25.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
25.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
25.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
25.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
25.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
25.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
25.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
25.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
24.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
24.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
24.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
24.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
24.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
24.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
24.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
23.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
23.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
23.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
23.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
23.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
23.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
23.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
23.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
22.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
22.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
22.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
22.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
22.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
22.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
22.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
22.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
21.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
21.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
21.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
21.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
21.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
21.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
21.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
21.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
21.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
21.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
21.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
21.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
20.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
20.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
20.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
20.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
20.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
19.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
19.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
19.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
19.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
18.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
18.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
18.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
18.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
18.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
18.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
18.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
17.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
17.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
17.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
17.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
17.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
17.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
17.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
17.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
16.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
16.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
16.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
16.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
16.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
16.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
16.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
16.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
16.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
15.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
15.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
15.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
15.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
15.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
15.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
15.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
15.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
15.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
15.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
15.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
14.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
14.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
14.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
14.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
14.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
14.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
13.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
13.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
12.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
12.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
12.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
12.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
12.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
12.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
11.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
11.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
11.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
10.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
9.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
8.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
8.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
7.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
7.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
IL13RA1 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
52.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
142.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
108.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
99.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
96.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
94.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
90.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
87.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
82.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
82.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
76.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
75.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
73.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
73.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
70.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
69.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
69.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
67.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
67.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
66.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
65.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
64.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
64.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
64.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
64.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
63.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
63.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
63.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
63.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
63.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
62.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
62.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
62.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
62.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
61.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
60.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
59.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
59.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
58.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
58.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
57.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
55.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
54.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
54.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
53.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
53.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
53.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
52.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
52.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
51.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
50.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
50.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
49.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
49.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
49.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
49.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
48.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
47.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
47.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
46.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
46.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
46.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
45.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
45.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
45.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
44.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
44.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
44.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
43.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
43.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
42.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
41.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
39.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
39.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
39.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
38.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
38.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
38.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
38.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
37.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
37.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
35.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
35.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
35.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
34.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
31.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
31.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
31.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
31.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
30.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
29.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
28.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
27.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
25.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
24.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
23.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
20.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
19.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
18.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
16.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 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.
IL13RA1 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
29.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
103.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
81.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
76.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
72.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
68.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
66.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
63.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
62.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
60.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
59.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
59.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
58.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
57.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
57.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
56.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
55.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
55.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
54.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
53.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
53.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
53.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
52.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
52.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
51.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
51.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
51.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
50.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
50.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
50.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
49.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
49.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
49.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
49.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
48.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
47.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
47.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
47.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
46.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
46.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
46.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
45.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
45.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
45.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
45.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
44.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
44.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
44.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
44.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
43.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
43.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
43.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
42.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
42.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
42.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
41.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
41.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
41.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
41.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
41.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
40.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
40.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
40.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
40.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
39.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
39.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
39.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
38.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
38.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
38.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
38.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
38.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
37.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
36.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
36.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
36.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
36.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
35.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
35.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
35.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
34.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
34.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
34.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
34.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
34.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
34.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
33.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
33.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
33.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
33.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
33.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
33.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
33.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
33.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
32.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
32.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
32.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
32.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
32.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
32.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
32.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
31.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
31.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
31.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
31.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
31.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
31.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
31.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
31.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
31.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
31.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
30.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
30.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
30.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
30.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
29.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
29.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
28.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
28.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
28.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
28.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
28.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
28.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
28.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
28.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
28.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
28.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
28.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
28.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
28.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
28.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
28.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
28.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
28.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
27.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
27.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
27.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
27.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
27.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
27.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
27.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
27.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
27.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
26.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
26.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
26.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
26.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
25.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
25.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
25.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
25.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
25.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
25.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
25.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
25.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
25.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
25.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
25.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
25.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
25.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
24.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
24.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
24.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
24.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
24.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
23.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
23.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
23.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
23.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
23.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
23.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
22.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
22.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
22.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
22.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
22.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
22.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
22.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
22.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
22.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
22.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
22.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
22.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
21.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
21.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
21.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
21.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
21.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
21.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
21.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
21.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
21.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
21.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
21.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
20.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
20.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
20.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
20.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
20.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
20.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
20.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
20.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
20.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
20.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
19.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
19.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
19.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
19.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
19.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
19.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
19.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
18.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
18.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
18.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
18.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
18.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
18.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
18.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
18.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
18.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
18.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
17.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
17.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
17.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
17.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
17.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
17.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
16.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
16.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
16.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
16.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
16.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
16.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
15.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
15.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
15.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
15.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
15.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
14.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
14.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
14.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
14.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
14.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
13.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
13.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
13.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
13.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
13.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
13.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
13.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
13.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
13.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
12.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
12.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
12.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
12.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
12.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
12.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
11.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
11.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
11.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
11.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
11.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
11.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
11.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
11.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
11.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
10.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
10.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
10.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
10.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
10.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
9.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
9.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
8.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
7.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
7.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
7.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
7.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
6.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
6.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
5.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
5.2
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
