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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.
SRPRA is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
73.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
148.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
122.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
119.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
118.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
116.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
116.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
116.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
110.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
105.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
103.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
101.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
98.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
97.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
97.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
94.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
94.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
93.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
91.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
89.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
88.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
88.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
82.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
80.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
80.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
80.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
78.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
77.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
77.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
75.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
74.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
72.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
71.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
70.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
69.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
67.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
67.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
66.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
66.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
65.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
63.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
63.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
61.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
60.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
57.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
56.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
52.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
51.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
50.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
50.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
49.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
48.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
45.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
45.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
44.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
41.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
39.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
38.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
36.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
36.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
35.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
32.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
29.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
29.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 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.
SRPRA 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
66.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
150.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
138.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
129.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
123.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
120.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
113.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
113.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
113.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
112.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
111.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
110.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
110.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
109.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
108.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
105.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
105.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
105.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
104.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
103.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
103.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
103.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
103.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
103.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
102.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
101.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
101.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
99.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
99.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
99.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
98.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
97.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
97.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
96.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
95.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
95.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
95.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
94.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
94.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
94.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
94.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
93.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
93.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
93.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
93.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
93.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
93.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
92.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
92.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
91.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
91.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
91.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
91.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
91.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
91.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
90.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
90.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
90.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
90.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
90.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
90.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
89.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
89.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
89.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
89.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
89.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
88.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
88.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
88.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
88.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
88.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
87.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
87.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
86.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
86.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
86.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
86.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
86.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
86.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
86.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
86.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
86.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
86.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
85.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
85.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
85.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
85.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
84.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
84.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
84.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
84.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
84.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
84.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
84.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
83.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
83.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
83.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
83.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
83.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
83.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
83.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
83.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
83.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
83.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
82.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
82.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
82.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
82.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
82.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
82.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
82.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
82.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
81.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
81.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
81.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
81.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
81.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
81.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
81.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
81.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
81.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
81.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
81.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
81.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
81.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
80.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
80.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
80.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
80.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
80.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
80.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
80.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
80.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
79.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
79.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
79.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
78.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
78.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
78.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
78.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
78.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
78.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
78.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
78.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
78.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
78.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
77.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
77.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
77.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
77.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
77.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
77.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
77.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
77.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
77.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
76.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
76.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
76.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
76.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
76.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
76.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
76.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
76.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
76.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
76.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
76.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
76.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
75.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
75.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
75.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
75.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
75.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
75.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
75.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
75.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
75.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
75.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
75.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
74.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
74.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
74.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
74.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
74.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
74.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
74.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
74.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
74.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
74.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
74.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
74.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
73.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
73.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
73.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
73.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
73.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
73.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
73.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
73.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
73.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
73.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
73.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
73.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
73.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
73.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
73.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
72.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
72.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
72.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
72.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
72.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
72.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
71.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
71.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
71.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
71.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
71.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
71.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
71.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
71.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
71.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
71.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
71.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
70.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
70.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
70.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
70.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
70.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
70.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
70.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
69.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
69.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
69.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
69.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
69.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
69.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
69.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
69.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
69.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
68.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
68.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
68.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
68.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
68.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
68.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
67.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
67.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
67.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
67.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
67.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
67.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
67.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
67.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
67.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
67.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
67.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
67.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
67.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
66.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
66.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
66.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
66.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
66.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
66.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
66.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
66.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
65.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
65.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
65.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
65.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
65.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
65.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
65.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
65.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
65.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
65.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
64.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
64.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
64.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
64.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
64.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
64.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
64.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
64.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
64.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
63.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
63.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
63.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
63.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
63.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
63.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
63.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
63.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
63.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
63.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
63.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
63.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
62.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
62.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
62.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
62.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
62.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
62.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
62.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
62.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
62.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
61.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
61.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
61.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
61.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
61.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
61.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
61.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
61.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
61.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
60.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
60.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
60.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
60.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
60.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
60.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
60.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
60.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
60.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
59.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
59.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
59.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
59.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
59.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
59.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
59.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
58.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
58.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
58.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
58.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
58.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
58.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
57.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
57.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
57.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
57.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
57.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
57.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
57.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
57.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
56.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
56.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
56.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
56.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
56.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
56.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
55.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
55.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
55.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
55.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
55.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
55.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
55.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
55.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
55.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
55.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
55.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
55.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
54.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
54.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
54.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
54.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
54.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
54.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
54.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
54.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
54.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
53.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
53.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
53.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
53.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
53.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
53.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
53.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
52.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
52.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
52.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
52.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
52.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
52.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
52.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
52.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
52.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
51.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
51.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
51.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
51.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
51.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
51.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
51.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
51.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
51.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
50.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
50.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
50.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
50.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
50.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
50.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
50.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
49.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
49.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
49.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
49.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
49.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
49.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
49.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
49.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
49.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
49.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
49.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
48.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
48.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
48.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
48.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
48.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
48.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
48.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
48.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
48.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
47.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
47.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
47.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
47.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
47.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
47.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
47.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
47.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
47.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
46.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
46.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
46.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
46.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
46.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
46.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
46.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
46.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
46.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
46.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
45.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
45.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
45.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
45.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
45.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
45.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
45.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
45.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
45.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
44.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
44.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
44.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
44.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
44.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
44.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
44.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
43.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
43.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
43.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
43.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
42.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
42.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
42.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
42.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
41.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
41.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
40.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
40.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
40.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
40.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
40.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
40.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
40.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
39.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
39.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
39.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
39.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
39.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
38.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
38.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
38.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
37.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
37.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
37.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
37.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
37.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
36.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
36.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
36.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
35.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
35.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
35.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
35.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
34.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
34.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
34.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
34.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
33.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
33.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
32.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
31.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
31.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
30.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
29.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
29.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
28.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
26.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
26.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
26.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
25.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
24.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
23.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
23.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
22.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
20.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
19.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
17.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
16.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
9.4
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.
SRPRA 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
65.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
121.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
99.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
94.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
93.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
93.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
93.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
90.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
89.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
88.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
88.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
87.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
87.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
87.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
85.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
83.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
82.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
81.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
80.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
79.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
79.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
78.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
77.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
77.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
75.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
75.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
75.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
74.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
74.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
74.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
74.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
73.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
73.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
72.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
72.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
72.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
72.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
72.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
71.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
71.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
71.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
71.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
70.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
70.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
70.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
70.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
68.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
68.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
68.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
68.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
67.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
67.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
66.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
65.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
65.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
65.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
65.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
65.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
64.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
63.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
62.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
61.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
61.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
61.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
60.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
60.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
59.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
58.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
58.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
58.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
56.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
55.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
55.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
55.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
54.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
54.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
54.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
52.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
51.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
51.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
50.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
49.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
49.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
49.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
47.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
44.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
44.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
42.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
42.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
41.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
41.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
38.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
38.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
37.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
37.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
36.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
36.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
34.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
33.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
31.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
SRPRA 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
65.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
159.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
159.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
152.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
142.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
135.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
130.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
130.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
123.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
116.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
115.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
115.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
114.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
111.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
108.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
108.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
106.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
105.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
104.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
104.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
104.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
103.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
103.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
103.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
101.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
100.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
100.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
100.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
100.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
99.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
98.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
97.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
97.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
96.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
96.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
96.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
96.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
95.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
94.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
94.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
94.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
94.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
93.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
93.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
92.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
92.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
92.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
92.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
91.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
90.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
89.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
89.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
88.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
88.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
88.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
88.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
87.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
87.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
87.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
86.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
86.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
86.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
85.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
85.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
84.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
84.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
84.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
84.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
83.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
82.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
82.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
81.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
81.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
81.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
81.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
81.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
81.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
80.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
80.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
79.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
79.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
78.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
78.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
78.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
78.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
77.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
77.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
75.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
75.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
75.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
74.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
73.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
73.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
73.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
73.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
73.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
72.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
72.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
72.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
72.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
71.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
70.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
70.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
70.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
70.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
69.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
69.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
69.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
68.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
68.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
68.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
68.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
68.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
67.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
67.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
67.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
67.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
67.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
67.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
67.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
66.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
66.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
66.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
66.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
66.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
66.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
66.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
65.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
65.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
65.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
65.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
65.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
65.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
65.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
65.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
65.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
65.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
64.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
64.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
64.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
64.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
64.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
63.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
63.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
62.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
62.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
61.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
61.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
61.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
60.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
60.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
60.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
60.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
60.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
59.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
59.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
59.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
59.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
58.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
57.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
57.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
57.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
57.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
57.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
56.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
56.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
56.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
56.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
56.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
56.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
55.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
55.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
55.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
55.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
54.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
54.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
54.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
54.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
54.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
54.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
53.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
53.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
53.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
53.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
53.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
53.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
53.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
53.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
53.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
53.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
53.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
53.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
52.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
51.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
51.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
51.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
51.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
51.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
51.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
51.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
50.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
50.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
50.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
50.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
50.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
50.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
50.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
50.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
49.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
49.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
48.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
48.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
48.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
48.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
47.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
47.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
46.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
46.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
46.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
45.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
45.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
45.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
45.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
45.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
45.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
44.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
43.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
43.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
43.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
43.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
43.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
43.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
43.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
43.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
42.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
41.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
41.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
41.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
41.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
41.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
40.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
40.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
40.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
38.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
38.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
37.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
37.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
37.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
37.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
36.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
36.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
36.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
36.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
36.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
36.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
35.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
35.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
34.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
34.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
34.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
34.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
34.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
34.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
34.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
33.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
33.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
32.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
31.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
31.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
30.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
29.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
28.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
28.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
28.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
25.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
22.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
22.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
22.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
22.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
21.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
19.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
17.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
11.2
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0076330003
Tumor
1.2
CPT0001340003
Tumor
1.0
CPT0078800003
Tumor
1.0
CPT0012180003
Tumor
0.9
CPT0001180009
Tumor
0.7
CPT0012280003
Tumor
0.6
CPT0088480003
Tumor
0.6
CPT0063630003
Tumor
0.6
CPT0078660003
Tumor
0.5
CPT0088550004
Tumor
0.5
CPT0014450004
Tumor
0.5
CPT0024670003
Tumor
0.5
CPT0085670003
Tumor
0.5
CPT0069160003
Tumor
0.5
CPT0014160003
Tumor
0.5
CPT0011410003
Tumor
0.5
CPT0020120003
Tumor
0.4
CPT0025880003
Tumor
0.4
CPT0078510003
Tumor
0.4
CPT0086820003
Tumor
0.4
CPT0015730003
Tumor
0.4
CPT0023350003
Tumor
0.3
CPT0092160003
Tumor
0.3
CPT0002270011
Tumor
0.3
CPT0010110003
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0025110003
Tumor
0.3
CPT0084560003
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0064370003
Tumor
0.2
CPT0081880003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0092290003
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0013790003
Normal
0.2
CPT0019130003
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0002350011
Tumor
0.2
CPT0088710001
Normal
0.2
CPT0088630003
Tumor
0.1
CPT0077310003
Tumor
0.1
CPT0012290003
Normal
0.1
CPT0015810003
Tumor
0.1
CPT0088920001
Normal
0.1
CPT0089460004
Tumor
0.1
CPT0025290003
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0092310003
Normal
0.1
CPT0077320001
Normal
0.1
CPT0092740003
Normal
0.1
CPT0069000003
Tumor
0.1
CPT0000640003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0086950003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0092730003
Tumor
0.1
CPT0088780001
Normal
0.1
CPT0065750003
Tumor
0.1
CPT0078840001
Normal
0.1
CPT0092800003
Normal
0.1
CPT0092190003
Normal
0.1
CPT0065430003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0026420001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0006730001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0086030003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0079380003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0077140001
Normal
0.0
CPT0001350001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0012370003
Tumor
0.0
CPT0014130001
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0065450001
Normal
0.0
CPT0065690003
Tumor
0.0
CPT0023360001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0089480003
Normal
0.0
CPT0012090003
Normal
0.0
CPT0012080003
Tumor
0.0
CPT0001270001
Normal
0.0
CPT0025060001
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0007860003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0087050003
Normal
0.0
CPT0081620001
Normal
0.0
CPT0025230003
Tumor
-0.1
CPT0001510001
Normal
-0.1
CPT0075560003
Tumor
-0.1
CPT0077500001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0081990003
Tumor
-0.1
CPT0014350001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0088970003
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0025610001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0066470004
Tumor
-0.1
CPT0092790003
Tumor
-0.1
CPT0000660001
Normal
-0.1
CPT0021240003
Tumor
-0.1
CPT0075170001
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0025580004
Tumor
-0.1
CPT0007870001
Normal
-0.1
CPT0079180003
Tumor
-0.1
CPT0019160001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0026410003
Tumor
-0.1
CPT0075720003
Tumor
-0.1
CPT0063330001
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0065870003
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0014370004
Tumor
-0.1
CPT0020130001
Normal
-0.1
CPT0079300001
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0014470001
Normal
-0.1
CPT0009020003
Normal
-0.1
CPT0079230003
Tumor
-0.1
CPT0010170001
Normal
-0.2
CPT0086890003
Normal
-0.2
CPT0079430001
Normal
-0.2
CPT0079000001
Normal
-0.2
CPT0010120001
Normal
-0.2
CPT0009000003
Tumor
-0.2
CPT0075570001
Normal
-0.2
CPT0078990003
Tumor
-0.2
CPT0007470001
Normal
-0.2
CPT0023690003
Tumor
-0.2
CPT0076350001
Normal
-0.2
CPT0001230001
Normal
-0.2
CPT0009080003
Normal
-0.2
CPT0009060003
Tumor
-0.2
CPT0088760003
Tumor
-0.2
CPT0088900003
Tumor
-0.2
CPT0079510001
Normal
-0.2
CPT0012900004
Tumor
-0.2
CPT0015910003
Tumor
-0.2
CPT0006900003
Tumor
-0.2
CPT0012920003
Normal
-0.2
CPT0017450001
Normal
-0.2
CPT0078530001
Normal
-0.2
CPT0012640003
Normal
-0.2
CPT0006440003
Tumor
-0.3
CPT0025350003
Tumor
-0.3
CPT0001550001
Normal
-0.3
CPT0063320003
Tumor
-0.3
CPT0066480003
Tumor
-0.3
CPT0086870003
Tumor
-0.3
CPT0006630003
Tumor
-0.3
CPT0017410003
Tumor
-0.3
CPT0001540009
Tumor
-0.3
CPT0010160003
Tumor
-0.4
CPT0019990003
Tumor
-0.4
CPT0065930003
Tumor
-0.4
CPT0000780007
Tumor
-0.4
CPT0000870016
Tumor
-0.4
CPT0071150004
Tumor
-0.4
CPT0078830003
Tumor
-0.4
CPT0012550003
Tumor
-0.5
CPT0077490003
Tumor
-0.5
CPT0024680001
Normal
-0.6
CPT0011240003
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
