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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.
HIF1A is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
50.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
111.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
104.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
95.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
94.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
93.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
92.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
92.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
86.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
81.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
80.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
77.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
76.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
76.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
73.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
72.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
70.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
68.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
68.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
67.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
64.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
62.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
58.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
57.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
56.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
55.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
54.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
53.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
53.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
52.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
52.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
51.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
49.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
49.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
46.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
44.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
43.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
43.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
43.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
39.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
37.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
37.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
36.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
36.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
35.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
34.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
32.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
31.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
29.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
29.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
27.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
26.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
25.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
25.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
25.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
24.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
23.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
21.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
20.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
18.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
14.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
13.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
12.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
12.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 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.
HIF1A 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
49.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
337.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
280.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
232.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
227.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
216.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
178.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
175.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
167.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
155.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
142.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
141.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
139.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
137.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
129.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
127.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
124.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
118.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
113.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
110.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
109.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
106.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
104.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
102.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
101.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
99.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
96.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
95.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
95.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
94.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
93.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
92.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
89.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
88.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
88.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
88.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
87.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
87.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
87.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
86.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
86.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
84.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
84.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
84.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
84.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
82.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
82.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
82.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
81.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
81.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
81.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
81.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
80.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
80.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
79.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
79.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
79.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
79.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
78.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
77.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
77.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
77.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
77.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
77.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
77.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
76.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
76.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
76.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
76.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
75.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
75.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
74.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
73.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
73.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
72.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
72.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
72.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
72.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
71.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
71.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
70.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
70.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
70.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
70.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
70.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
69.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
69.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
69.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
69.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
69.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
69.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
68.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
68.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
68.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
68.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
68.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
67.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
66.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
66.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
66.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
66.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
65.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
65.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
64.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
64.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
64.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
63.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
63.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
63.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
63.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
63.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
63.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
63.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
62.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
62.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
62.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
62.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
62.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
62.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
62.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
62.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
61.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
61.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
61.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
61.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
61.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
61.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
60.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
60.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
60.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
60.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
60.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
60.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
60.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
59.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
59.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
59.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
59.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
59.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
58.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
58.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
58.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
58.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
58.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
58.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
58.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
58.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
58.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
58.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
57.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
57.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
57.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
57.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
57.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
56.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
56.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
56.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
56.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
56.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
56.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
56.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
56.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
55.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
55.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
55.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
55.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
55.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
55.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
55.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
54.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
54.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
54.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
54.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
54.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
54.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
53.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
53.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
53.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
53.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
53.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
53.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
53.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
53.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
52.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
52.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
52.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
52.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
51.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
51.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
51.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
51.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
51.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
51.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
51.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
50.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
50.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
50.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
50.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
50.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
49.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
49.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
49.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
49.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
49.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
49.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
49.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
48.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
48.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
48.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
48.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
48.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
48.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
48.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
48.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
48.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
48.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
48.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
47.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
47.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
47.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
47.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
47.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
47.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
47.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
47.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
47.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
47.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
47.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
46.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
46.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
46.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
46.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
46.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
46.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
46.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
45.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
45.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
45.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
45.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
45.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
45.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
45.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
45.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
45.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
45.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
45.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
44.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
44.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
44.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
44.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
44.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
44.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
44.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
44.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
43.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
43.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
43.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
43.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
43.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
43.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
43.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
43.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
43.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
43.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
42.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
42.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
42.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
42.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
42.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
42.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
42.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
42.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
42.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
42.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
42.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
42.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
41.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
41.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
41.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
41.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
41.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
41.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
40.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
40.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
40.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
40.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
40.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
40.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
40.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
40.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
40.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
39.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
39.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
39.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
39.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
39.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
39.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
39.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
39.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
39.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
38.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
38.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
38.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
38.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
38.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
38.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
38.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
37.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
37.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
37.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
37.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
37.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
37.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
36.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
36.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
36.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
36.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
36.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
36.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
36.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
36.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
36.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
36.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
36.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
36.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
36.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
36.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
36.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
36.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
36.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
36.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
35.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
35.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
35.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
35.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
35.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
35.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
35.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
35.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
35.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
35.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
35.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
34.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
34.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
34.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
34.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
34.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
34.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
34.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
34.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
34.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
34.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
33.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
33.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
33.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
33.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
33.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
33.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
33.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
33.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
33.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
33.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
33.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
33.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
33.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
33.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
32.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
32.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
32.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
32.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
32.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
32.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
32.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
32.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
32.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
32.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
32.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
32.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
31.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
31.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
31.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
31.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
31.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
30.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
30.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
30.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
30.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
30.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
30.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
29.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
29.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
29.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
29.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
29.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
29.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
29.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
29.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
29.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
28.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
28.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
28.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
28.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
28.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
28.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
28.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
28.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
28.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
28.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
28.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
28.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
28.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
27.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
27.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
27.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
27.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
27.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
27.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
26.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
26.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
26.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
26.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
26.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
26.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
26.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
26.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
26.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
26.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
26.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
26.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
26.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
25.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
25.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
25.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
25.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
25.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
25.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
25.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
25.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
25.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
24.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
24.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
24.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
24.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
24.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
24.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
23.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
23.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
23.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
23.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
23.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
23.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
23.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
22.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
22.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
22.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
22.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
22.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
22.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
22.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
22.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
22.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
22.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
22.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
22.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
22.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
22.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
22.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
21.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
21.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
21.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
21.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
20.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
20.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
20.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
19.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
19.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
19.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
18.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
18.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
18.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
17.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
17.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
17.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
17.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
17.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
16.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
16.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
15.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
15.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
15.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
15.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
15.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
15.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
14.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
14.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
14.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
13.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
13.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
13.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
13.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
13.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
13.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
12.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
12.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
12.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
12.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
11.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
11.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
11.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
11.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
10.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
9.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
9.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
8.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
8.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
7.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
5.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
5.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
5.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HIF1A 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
67.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
536.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
258.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
163.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
143.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
135.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
119.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
113.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
109.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
108.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
97.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
97.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
97.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
93.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
90.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
89.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
87.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
87.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
86.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
86.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
85.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
83.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
83.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
80.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
79.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
77.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
76.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
76.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
73.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
72.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
71.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
70.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
70.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
70.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
67.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
67.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
67.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
66.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
65.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
64.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
64.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
64.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
64.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
63.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
63.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
62.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
61.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
61.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
59.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
57.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
57.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
56.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
56.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
56.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
53.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
53.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
52.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
51.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
51.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
51.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
50.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
50.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
49.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
49.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
48.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
47.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
47.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
47.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
46.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
46.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
46.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
45.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
45.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
45.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
42.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
41.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
40.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
40.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
40.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
40.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
40.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
37.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
35.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
34.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
34.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
33.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
31.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
31.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
31.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
28.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
28.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
28.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
27.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
27.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
27.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
26.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
25.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
20.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
18.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
12.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
HIF1A 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
72.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
517.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
396.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
381.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
375.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
302.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
233.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
232.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
231.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
216.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
203.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
198.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
193.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
189.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
188.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
186.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
179.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
177.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
171.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
168.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
168.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
166.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
163.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
159.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
159.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
156.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
156.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
151.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
151.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
150.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
144.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
141.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
139.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
134.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
133.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
127.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
126.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
125.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
123.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
123.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
121.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
119.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
117.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
114.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
113.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
113.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
113.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
112.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
110.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
109.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
107.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
107.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
106.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
102.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
101.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
101.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
100.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
99.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
93.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
93.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
92.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
92.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
91.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
90.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
90.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
90.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
89.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
89.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
88.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
88.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
86.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
86.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
84.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
83.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
82.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
82.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
82.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
81.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
80.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
79.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
79.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
79.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
78.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
78.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
78.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
78.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
78.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
76.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
75.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
75.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
74.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
73.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
73.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
71.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
71.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
70.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
70.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
70.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
70.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
70.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
69.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
69.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
69.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
68.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
68.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
67.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
66.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
66.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
65.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
65.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
65.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
64.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
63.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
63.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
63.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
62.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
62.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
62.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
62.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
61.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
61.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
61.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
61.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
61.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
60.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
60.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
60.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
60.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
60.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
59.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
59.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
59.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
58.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
57.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
57.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
57.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
57.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
57.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
56.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
55.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
55.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
55.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
55.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
54.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
54.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
54.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
54.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
54.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
54.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
53.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
53.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
53.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
53.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
52.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
52.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
52.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
52.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
52.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
51.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
51.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
51.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
50.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
49.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
49.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
49.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
49.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
49.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
49.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
49.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
48.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
48.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
48.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
47.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
47.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
47.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
46.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
46.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
45.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
45.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
45.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
45.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
45.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
45.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
45.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
44.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
44.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
44.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
43.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
43.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
43.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
43.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
42.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
41.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
40.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
40.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
39.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
39.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
39.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
38.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
38.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
38.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
38.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
38.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
38.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
37.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
36.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
35.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
33.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
33.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
33.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
32.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
32.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
32.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
31.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
31.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
31.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
31.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
30.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
30.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
30.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
30.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
29.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
28.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
28.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
28.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
27.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
26.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
26.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
26.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
25.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
24.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
24.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
24.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
24.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
23.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
23.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
23.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
23.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
23.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
23.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
23.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
22.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
22.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
21.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
21.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
21.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
21.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
20.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
20.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
20.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
19.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
19.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
19.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
18.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
18.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
18.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
18.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
18.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
18.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
17.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
17.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
17.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
17.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
17.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
16.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
16.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
15.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
15.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
14.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
14.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
14.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
14.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
14.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
14.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
13.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
12.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
12.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
10.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
9.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
9.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
8.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
8.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2.4
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
