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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.
GTF2A2 is potential prognostic, high expression is unfavorable in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
54.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
177.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
105.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
97.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
94.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
94.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
90.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
87.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
87.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
87.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
86.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
84.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
82.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
72.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
71.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
70.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
68.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
67.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
67.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
64.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
59.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
59.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
58.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
56.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
55.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
53.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
52.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
51.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
51.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
50.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
48.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
48.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
47.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
46.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
46.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
45.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
45.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
45.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
45.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
44.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
43.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
42.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
42.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
42.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
41.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
41.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
39.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
39.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
38.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
38.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
38.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
35.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
35.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
34.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
33.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
31.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
31.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
30.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
28.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
27.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
16.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
13.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
10.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
9.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 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.
GTF2A2 is potential prognostic, high expression is favorable 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
46.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
105.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
102.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
99.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
94.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
93.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
92.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
82.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
82.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
81.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
80.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
80.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
80.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
79.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
79.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
77.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
76.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
75.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
73.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
73.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
73.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
73.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
72.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
72.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
71.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
71.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
70.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
70.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
69.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
69.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
69.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
69.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
68.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
68.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
68.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
68.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
68.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
68.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
67.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
67.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
67.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
67.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
67.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
67.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
66.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
66.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
66.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
66.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
66.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
65.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
65.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
65.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
65.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
65.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
64.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
64.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
64.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
64.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
64.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
64.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
64.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
64.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
64.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
64.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
64.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
63.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
63.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
63.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
63.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
63.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
62.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
62.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
62.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
62.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
62.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
62.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
62.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
62.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
61.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
61.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
61.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
61.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
61.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
61.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
60.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
60.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
60.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
60.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
60.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
60.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
60.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
60.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
60.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
60.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
60.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
60.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
59.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
59.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
59.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
59.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
59.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
59.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
59.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
59.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
59.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
59.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
59.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
58.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
58.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
58.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
58.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
57.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
57.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
57.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
57.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
57.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
57.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
57.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
57.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
57.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
57.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
57.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
57.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
57.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
57.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
57.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
56.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
56.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
56.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
56.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
56.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
56.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
56.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
56.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
56.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
56.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
55.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
55.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
55.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
55.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
55.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
55.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
55.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
55.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
55.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
55.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
55.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
55.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
55.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
55.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
55.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
55.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
55.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
54.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
54.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
54.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
54.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
54.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
54.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
54.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
54.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
54.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
54.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
54.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
54.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
54.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
54.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
53.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
53.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
53.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
53.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
53.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
53.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
53.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
53.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
53.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
53.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
52.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
52.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
52.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
52.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
52.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
52.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
52.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
52.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
52.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
52.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
52.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
52.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
52.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
52.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
52.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
51.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
51.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
51.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
51.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
51.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
51.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
51.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
51.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
51.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
51.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
51.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
50.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
50.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
50.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
50.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
50.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
50.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
50.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
50.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
50.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
50.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
50.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
50.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
50.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
50.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
50.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
49.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
49.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
49.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
49.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
49.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
49.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
49.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
49.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
49.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
49.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
49.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
49.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
49.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
49.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
49.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
49.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
49.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
48.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
48.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
48.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
48.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
48.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
48.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
48.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
48.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
48.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
48.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
48.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
48.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
47.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
47.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
47.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
47.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
47.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
47.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
47.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
47.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
47.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
47.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
46.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
46.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
46.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
46.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
46.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
46.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
46.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
46.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
46.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
46.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
46.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
46.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
46.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
46.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
46.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
46.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
45.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
45.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
45.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
45.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
45.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
45.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
45.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
45.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
45.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
45.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
45.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
45.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
45.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
45.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
45.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
45.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
45.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
45.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
45.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
44.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
44.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
44.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
44.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
44.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
44.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
44.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
44.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
44.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
43.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
43.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
43.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
43.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
43.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
43.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
43.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
43.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
43.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
43.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
43.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
43.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
43.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
43.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
42.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
42.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
42.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
42.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
42.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
42.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
42.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
42.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
42.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
42.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
42.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
42.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
42.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
42.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
41.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
41.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
41.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
41.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
41.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
41.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
41.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
41.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
41.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
41.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
41.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
41.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
41.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
41.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
41.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
40.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
40.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
40.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
40.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
40.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
40.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
40.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
40.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
40.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
40.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
39.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
39.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
39.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
39.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
39.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
39.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
38.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
38.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
38.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
38.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
38.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
38.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
38.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
38.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
38.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
38.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
38.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
38.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
37.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
37.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
37.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
37.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
37.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
37.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
37.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
36.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
36.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
36.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
36.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
36.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
36.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
36.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
36.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
36.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
36.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
36.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
36.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
36.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
35.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
35.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
35.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
35.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
35.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
35.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
35.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
35.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
35.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
35.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
35.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
35.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
35.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
35.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
35.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
34.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
34.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
34.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
34.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
34.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
33.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
33.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
33.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
33.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
33.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
33.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
33.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
33.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
33.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
33.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
32.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
32.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
32.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
32.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
32.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
32.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
32.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
32.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
31.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
31.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
31.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
31.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
31.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
31.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
31.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
31.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
31.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
31.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
31.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
31.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
30.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
30.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
30.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
30.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
30.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
29.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
29.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
29.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
29.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
29.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
29.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
29.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
28.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
28.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
28.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
28.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
28.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
28.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
28.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
28.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
28.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
28.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
27.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
27.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
27.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
27.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
27.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
26.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
26.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
26.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
26.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
26.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
26.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
26.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
25.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
25.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
25.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
24.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
24.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
23.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
23.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
23.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
23.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
23.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
23.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
22.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
22.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
22.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
22.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
22.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
21.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
21.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
21.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
20.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
20.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
19.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
19.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
19.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
19.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
19.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
19.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
18.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
18.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
18.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
17.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
17.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
17.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
15.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
15.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
14.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
14.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
14.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
13.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
13.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
13.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
12.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
11.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
10.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
4.5
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.
GTF2A2 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
44.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
78.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
63.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
62.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
60.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
60.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
59.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
59.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
58.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
57.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
57.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
56.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
56.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
56.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
56.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
55.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
54.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
54.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
54.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
54.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
54.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
53.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
53.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
52.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
52.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
51.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
51.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
50.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
50.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
50.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
49.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
48.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
48.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
48.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
47.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
47.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
47.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
47.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
46.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
46.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
46.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
46.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
46.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
45.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
45.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
45.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
45.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
45.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
45.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
45.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
44.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
44.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
44.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
43.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
43.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
43.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
42.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
42.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
42.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
42.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
42.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
42.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
41.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
41.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
41.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
41.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
39.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
39.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
38.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
38.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
38.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
38.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
38.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
38.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
38.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
38.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
37.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
37.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
37.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
37.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
36.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
36.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
35.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
34.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
34.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
34.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
33.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
33.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
31.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
31.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
30.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
30.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
29.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
28.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
28.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
28.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
25.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
22.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
17.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
15.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
GTF2A2 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
40.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
113.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
101.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
100.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
94.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
93.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
92.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
86.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
85.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
83.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
83.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
82.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
81.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
78.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
76.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
74.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
73.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
72.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
72.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
71.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
71.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
70.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
70.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
70.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
69.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
68.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
66.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
66.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
66.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
65.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
64.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
64.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
63.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
63.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
62.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
61.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
61.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
61.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
61.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
61.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
61.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
60.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
60.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
59.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
59.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
59.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
59.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
59.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
59.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
58.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
58.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
58.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
58.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
57.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
56.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
56.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
56.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
55.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
55.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
54.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
54.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
54.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
54.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
54.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
53.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
53.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
53.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
53.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
53.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
53.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
52.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
52.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
52.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
52.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
52.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
51.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
51.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
51.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
51.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
50.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
50.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
50.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
50.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
50.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
50.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
50.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
49.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
49.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
49.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
49.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
49.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
48.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
48.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
48.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
48.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
48.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
48.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
47.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
47.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
47.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
47.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
47.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
47.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
46.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
46.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
46.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
46.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
46.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
46.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
45.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
45.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
45.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
45.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
45.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
45.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
44.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
44.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
44.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
44.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
44.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
44.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
44.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
43.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
43.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
43.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
43.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
43.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
42.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
42.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
41.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
41.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
41.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
41.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
41.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
41.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
41.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
41.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
41.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
40.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
40.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
40.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
40.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
40.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
40.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
40.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
40.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
40.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
40.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
39.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
39.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
39.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
38.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
38.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
38.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
38.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
38.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
38.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
38.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
37.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
37.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
37.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
37.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
36.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
36.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
36.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
35.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
35.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
35.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
34.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
34.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
34.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
34.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
34.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
33.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
33.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
33.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
33.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
33.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
33.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
32.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
32.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
32.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
32.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
32.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
32.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
32.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
32.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
31.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
31.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
31.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
31.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
31.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
31.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
31.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
30.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
30.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
30.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
29.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
29.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
29.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
29.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
28.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
28.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
28.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
28.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
28.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
27.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
27.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
27.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
26.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
26.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
26.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
26.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
26.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
26.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
26.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
25.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
25.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
25.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
25.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
25.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
24.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
24.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
24.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
23.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
22.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
22.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
22.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
22.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
22.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
21.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
21.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
21.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
20.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
20.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
20.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
20.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
18.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
18.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
18.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
17.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
17.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
17.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
16.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
16.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
16.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
16.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
15.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
15.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
15.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
14.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
13.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
13.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
13.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
13.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
13.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
12.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
11.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
11.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
11.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
10.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
10.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
9.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
8.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
8.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
8.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
7.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
7.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
5.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
5.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
4.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
2.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0006440003
Tumor
0.8
CPT0078990003
Tumor
0.6
CPT0014370004
Tumor
0.6
CPT0001340003
Tumor
0.5
CPT0025580004
Tumor
0.5
CPT0088550004
Tumor
0.5
CPT0071150004
Tumor
0.5
CPT0088630003
Tumor
0.5
CPT0001260009
Tumor
0.5
CPT0077110003
Tumor
0.5
CPT0026410003
Tumor
0.5
CPT0092190003
Normal
0.4
CPT0088760003
Tumor
0.4
CPT0001270001
Normal
0.4
CPT0089020003
Tumor
0.4
CPT0025230003
Tumor
0.4
CPT0077490003
Tumor
0.4
CPT0079380003
Tumor
0.3
CPT0081600003
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0001230001
Normal
0.3
CPT0079300001
Normal
0.3
CPT0086870003
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0001180009
Tumor
0.3
CPT0089460004
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0002350011
Tumor
0.3
CPT0065930003
Tumor
0.3
CPT0078660003
Tumor
0.3
CPT0010120001
Normal
0.3
CPT0007870001
Normal
0.3
CPT0010160003
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0025350003
Tumor
0.3
CPT0006630003
Tumor
0.3
CPT0000870016
Tumor
0.3
CPT0075720003
Tumor
0.3
CPT0014130001
Normal
0.3
CPT0079270003
Tumor
0.3
CPT0007470001
Normal
0.2
CPT0079510001
Normal
0.2
CPT0000780007
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0063320003
Tumor
0.2
CPT0086370003
Normal
0.2
CPT0012770003
Normal
0.2
CPT0012180003
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0009080003
Normal
0.2
CPT0009020003
Normal
0.2
CPT0092730003
Tumor
0.2
CPT0024680001
Normal
0.2
CPT0018250001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0012090003
Normal
0.2
CPT0006900003
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0077500001
Normal
0.2
CPT0009060003
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0089040001
Normal
0.1
CPT0001540009
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0017410003
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0025880003
Tumor
0.1
CPT0012570003
Normal
0.1
CPT0019130003
Tumor
0.1
CPT0065450001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0025290003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0065870003
Tumor
0.1
CPT0020130001
Normal
0.1
CPT0075130003
Tumor
0.1
CPT0012640003
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0079180003
Tumor
0.1
CPT0088640003
Normal
0.1
CPT0009000003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0086830003
Normal
0.1
CPT0000790001
Normal
0.1
CPT0092160003
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0078800003
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0001550001
Normal
0.1
CPT0015810003
Tumor
0.1
CPT0079430001
Normal
0.1
CPT0019990003
Tumor
0.1
CPT0088570001
Normal
0.1
CPT0063640001
Normal
0.1
CPT0092800003
Normal
0.1
CPT0064400001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0023360001
Normal
0.1
CPT0088780001
Normal
0.1
CPT0079000001
Normal
0.0
CPT0017450001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0001350001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0079410003
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0088480003
Tumor
0.0
CPT0088900003
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0006730001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0086820003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0025050003
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0012370003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0087050003
Normal
0.0
CPT0006950001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0011410003
Tumor
0.0
CPT0078940001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0021240003
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0002270011
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0066520001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0092740003
Normal
0.0
CPT0010170001
Normal
0.0
CPT0076350001
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0084560003
Tumor
0.0
CPT0075560003
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0088690003
Tumor
-0.1
CPT0014350001
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0092790003
Tumor
-0.1
CPT0078840001
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0066480003
Tumor
-0.1
CPT0089480003
Normal
-0.1
CPT0078830003
Tumor
-0.1
CPT0007860003
Tumor
-0.1
CPT0017850003
Tumor
-0.1
CPT0081880003
Tumor
-0.1
CPT0088920001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0000640003
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0001500009
Tumor
-0.2
CPT0020020001
Normal
-0.2
CPT0092310003
Normal
-0.2
CPT0001190001
Normal
-0.2
CPT0012670003
Tumor
-0.2
CPT0078530001
Normal
-0.2
CPT0012280003
Tumor
-0.2
CPT0081990003
Tumor
-0.2
CPT0023350003
Tumor
-0.2
CPT0078510003
Tumor
-0.2
CPT0014160003
Tumor
-0.2
CPT0063630003
Tumor
-0.2
CPT0066430001
Normal
-0.2
CPT0086950003
Tumor
-0.2
CPT0012550003
Tumor
-0.3
CPT0026420001
Normal
-0.3
CPT0015730003
Tumor
-0.3
CPT0082010001
Normal
-0.3
CPT0069160003
Tumor
-0.3
CPT0020120003
Tumor
-0.3
CPT0092290003
Tumor
-0.4
CPT0065750003
Tumor
-0.4
CPT0069190001
Normal
-0.4
CPT0069000003
Tumor
-0.6
CPT0007320003
Tumor
-0.7
CPT0076330003
Tumor
-0.7
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
