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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.
NRBP1 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
24.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
88.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
85.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
47.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
45.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
42.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
42.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
40.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
40.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
36.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
36.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
33.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
33.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
33.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
30.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
30.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
29.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
29.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
28.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
28.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
27.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
27.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
27.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
27.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
25.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
24.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
23.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
22.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
21.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
21.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
20.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
19.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
18.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
18.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
18.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
18.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
18.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
18.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
18.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
18.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
17.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
17.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
16.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
16.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
16.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
16.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
16.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
15.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
15.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
15.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
15.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
15.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
14.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
13.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
13.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
13.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
13.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
12.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
12.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
12.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
11.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
11.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
11.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
9.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NRBP1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
50.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
118.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
108.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
108.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
104.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
103.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
94.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
93.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
90.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
87.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
85.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
83.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
80.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
80.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
80.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
79.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
79.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
78.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
77.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
77.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
77.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
76.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
76.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
76.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
76.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
75.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
74.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
74.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
74.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
73.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
72.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
72.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
72.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
71.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
71.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
70.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
70.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
70.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
70.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
70.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
69.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
69.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
69.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
69.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
69.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
69.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
68.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
68.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
68.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
68.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
68.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
68.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
68.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
68.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
68.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
67.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
67.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
67.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
67.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
66.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
66.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
66.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
66.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
66.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
66.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
66.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
66.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
65.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
65.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
65.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
65.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
65.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
65.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
65.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
64.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
64.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
64.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
64.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
64.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
64.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
64.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
64.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
64.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
64.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
63.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
63.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
63.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
63.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
63.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
63.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
63.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
63.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
63.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
62.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
62.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
62.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
62.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
62.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
62.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
62.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
62.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
62.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
62.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
62.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
62.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
62.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
62.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
62.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
62.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
62.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
62.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
61.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
61.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
61.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
61.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
61.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
61.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
61.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
61.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
61.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
61.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
61.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
61.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
61.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
60.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
60.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
60.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
60.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
60.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
60.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
60.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
59.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
59.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
59.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
59.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
59.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
59.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
59.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
59.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
59.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
59.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
59.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
59.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
59.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
59.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
58.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
58.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
58.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
58.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
58.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
58.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
58.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
58.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
58.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
58.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
58.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
58.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
58.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
57.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
57.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
57.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
57.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
57.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
57.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
57.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
57.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
57.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
57.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
57.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
57.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
57.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
57.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
56.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
56.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
56.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
56.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
56.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
56.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
56.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
56.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
56.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
56.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
56.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
56.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
56.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
56.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
56.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
55.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
55.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
55.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
55.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
55.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
55.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
55.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
55.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
55.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
55.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
55.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
55.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
55.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
54.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
54.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
54.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
54.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
54.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
54.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
54.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
54.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
54.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
54.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
54.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
54.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
54.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
54.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
54.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
54.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
54.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
54.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
54.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
54.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
54.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
54.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
53.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
53.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
53.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
53.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
53.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
53.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
53.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
53.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
53.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
53.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
53.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
52.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
52.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
52.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
52.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
52.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
52.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
52.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
52.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
52.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
52.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
52.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
52.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
52.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
52.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
52.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
51.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
51.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
51.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
51.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
51.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
51.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
51.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
51.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
51.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
51.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
51.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
51.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
51.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
51.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
51.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
51.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
51.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
51.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
50.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
50.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
50.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
50.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
50.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
50.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
50.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
50.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
50.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
50.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
50.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
50.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
50.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
50.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
50.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
50.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
49.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
49.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
49.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
49.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
49.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
49.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
49.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
49.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
49.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
49.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
49.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
49.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
48.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
48.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
48.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
48.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
48.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
48.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
48.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
48.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
48.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
48.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
48.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
48.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
48.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
47.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
47.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
47.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
47.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
47.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
47.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
47.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
47.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
47.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
47.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
47.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
47.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
47.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
46.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
46.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
46.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
46.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
46.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
46.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
46.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
46.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
46.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
46.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
46.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
46.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
46.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
46.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
46.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
46.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
45.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
45.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
45.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
45.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
45.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
45.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
45.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
45.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
45.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
45.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
45.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
45.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
45.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
45.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
44.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
44.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
44.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
44.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
44.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
44.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
44.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
44.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
44.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
43.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
43.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
43.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
43.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
43.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
43.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
43.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
43.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
43.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
43.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
43.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
43.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
43.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
42.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
42.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
42.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
42.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
42.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
42.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
42.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
42.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
42.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
42.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
42.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
42.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
42.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
41.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
41.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
41.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
41.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
41.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
41.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
41.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
41.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
41.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
41.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
41.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
41.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
41.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
40.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
40.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
40.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
40.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
40.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
40.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
40.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
40.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
40.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
39.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
39.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
39.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
39.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
39.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
39.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
39.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
39.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
39.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
39.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
38.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
38.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
38.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
38.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
38.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
38.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
38.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
38.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
38.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
38.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
38.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
38.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
38.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
37.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
37.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
37.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
37.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
37.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
36.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
36.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
36.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
36.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
36.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
36.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
36.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
36.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
35.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
35.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
35.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
35.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
35.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
35.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
35.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
35.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
35.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
34.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
34.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
34.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
34.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
34.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
34.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
33.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
33.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
33.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
33.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
33.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
33.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
33.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
33.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
32.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
32.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
32.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
32.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
32.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
31.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
31.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
31.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
31.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
31.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
31.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
30.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
30.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
30.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
29.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
29.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
29.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
29.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
29.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
28.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
28.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
27.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
27.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
26.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
26.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
26.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
25.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
25.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
25.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
25.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
25.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
24.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
24.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
23.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
23.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
23.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
22.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
22.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
22.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
21.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
21.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
20.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
18.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
18.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
18.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
18.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
17.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
17.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
16.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
15.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
15.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
15.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
14.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
14.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
12.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NRBP1 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
53.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
167.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
114.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
81.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
77.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
76.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
73.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
69.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
68.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
66.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
66.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
65.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
65.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
64.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
64.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
64.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
63.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
62.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
61.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
61.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
60.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
60.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
60.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
59.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
58.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
58.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
57.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
57.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
57.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
57.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
55.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
55.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
55.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
55.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
55.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
54.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
53.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
53.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
53.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
53.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
53.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
53.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
53.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
53.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
53.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
53.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
52.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
52.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
52.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
52.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
52.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
52.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
52.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
52.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
51.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
51.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
51.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
50.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
50.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
50.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
50.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
49.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
49.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
48.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
48.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
48.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
47.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
46.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
46.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
45.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
45.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
45.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
45.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
44.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
44.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
44.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
44.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
43.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
42.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
42.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
42.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
42.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
42.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
41.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
41.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
40.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
40.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
39.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
39.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
38.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
38.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
37.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
37.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
37.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
36.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
35.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
33.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
31.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
27.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
26.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
NRBP1 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
63.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
163.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
158.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
153.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
150.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
132.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
130.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
129.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
126.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
126.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
118.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
110.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
109.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
108.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
105.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
105.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
105.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
105.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
101.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
100.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
99.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
98.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
97.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
95.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
95.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
95.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
94.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
93.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
92.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
92.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
92.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
91.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
91.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
90.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
90.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
89.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
89.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
88.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
88.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
88.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
87.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
87.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
86.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
86.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
86.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
86.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
86.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
85.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
85.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
85.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
85.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
85.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
85.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
85.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
85.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
84.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
83.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
83.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
83.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
83.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
82.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
82.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
82.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
82.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
82.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
82.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
81.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
81.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
80.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
80.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
80.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
80.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
80.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
79.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
78.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
78.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
78.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
78.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
77.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
77.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
77.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
76.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
76.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
76.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
76.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
76.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
75.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
75.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
75.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
73.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
72.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
72.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
72.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
72.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
71.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
71.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
71.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
71.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
71.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
71.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
71.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
70.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
69.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
69.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
69.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
68.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
68.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
68.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
68.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
68.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
68.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
67.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
67.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
67.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
67.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
67.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
66.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
66.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
66.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
66.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
66.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
66.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
66.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
66.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
65.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
65.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
65.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
64.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
64.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
64.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
64.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
64.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
64.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
64.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
63.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
62.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
62.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
61.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
61.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
60.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
60.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
60.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
60.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
60.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
60.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
60.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
60.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
59.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
59.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
59.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
59.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
59.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
59.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
58.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
58.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
58.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
58.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
57.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
57.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
57.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
57.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
57.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
57.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
56.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
56.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
56.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
56.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
56.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
55.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
55.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
55.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
54.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
54.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
54.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
54.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
53.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
53.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
53.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
53.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
52.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
52.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
51.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
51.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
51.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
50.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
50.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
50.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
50.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
50.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
50.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
50.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
49.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
49.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
49.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
49.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
49.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
48.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
48.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
48.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
48.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
47.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
47.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
47.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
47.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
47.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
47.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
46.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
46.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
46.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
46.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
45.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
45.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
45.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
45.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
45.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
45.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
44.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
44.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
44.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
44.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
44.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
44.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
43.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
43.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
43.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
43.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
43.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
43.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
41.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
41.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
41.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
40.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
40.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
40.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
40.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
40.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
39.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
39.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
39.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
38.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
38.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
37.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
37.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
37.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
36.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
36.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
36.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
36.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
36.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
36.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
36.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
35.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
35.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
35.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
34.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
34.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
34.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
34.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
34.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
33.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
33.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
32.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
32.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
32.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
30.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
30.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
28.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
28.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
27.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
27.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
27.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
25.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
25.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
23.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
22.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
22.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
21.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
21.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
19.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
17.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
15.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
15.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079510001
Normal
0.6
CPT0088550004
Tumor
0.6
CPT0088970003
Tumor
0.5
CPT0000640003
Tumor
0.4
CPT0002270011
Tumor
0.4
CPT0088690003
Tumor
0.4
CPT0014160003
Tumor
0.4
CPT0010160003
Tumor
0.4
CPT0085670003
Tumor
0.4
CPT0078660003
Tumor
0.4
CPT0000780007
Tumor
0.4
CPT0023690003
Tumor
0.4
CPT0084560003
Tumor
0.3
CPT0076330003
Tumor
0.3
CPT0001340003
Tumor
0.3
CPT0021240003
Tumor
0.3
CPT0010120001
Normal
0.3
CPT0012180003
Tumor
0.3
CPT0079180003
Tumor
0.3
CPT0025110003
Tumor
0.3
CPT0011410003
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0079300001
Normal
0.3
CPT0020120003
Tumor
0.3
CPT0001260009
Tumor
0.3
CPT0066480003
Tumor
0.3
CPT0025230003
Tumor
0.3
CPT0025580004
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0075130003
Tumor
0.3
CPT0077310003
Tumor
0.2
CPT0011240003
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0024680001
Normal
0.2
CPT0081600003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0063330001
Normal
0.2
CPT0009020003
Normal
0.2
CPT0088760003
Tumor
0.2
CPT0006900003
Tumor
0.2
CPT0078510003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0063630003
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0002370001
Normal
0.2
CPT0017850003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0069190001
Normal
0.2
CPT0092730003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0077320001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0001190001
Normal
0.2
CPT0012640003
Normal
0.2
CPT0001510001
Normal
0.2
CPT0017410003
Tumor
0.2
CPT0023350003
Tumor
0.2
CPT0075570001
Normal
0.2
CPT0025290003
Tumor
0.2
CPT0077500001
Normal
0.1
CPT0064370003
Tumor
0.1
CPT0086890003
Normal
0.1
CPT0089020003
Tumor
0.1
CPT0081880003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0075560003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0007870001
Normal
0.1
CPT0025610001
Normal
0.1
CPT0006630003
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0012290003
Normal
0.1
CPT0087040003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0015810003
Tumor
0.1
CPT0086370003
Normal
0.1
CPT0088640003
Normal
0.1
CPT0012920003
Normal
0.1
CPT0088630003
Tumor
0.1
CPT0009060003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0012080003
Tumor
0.1
CPT0025880003
Tumor
0.1
CPT0020130001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0063640001
Normal
0.1
CPT0009080003
Normal
0.1
CPT0017450001
Normal
0.1
CPT0078940001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0006440003
Tumor
0.1
CPT0012570003
Normal
0.0
CPT0065870003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0088480003
Tumor
0.0
CPT0012770003
Normal
0.0
CPT0063320003
Tumor
0.0
CPT0078530001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0086950003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0018250001
Normal
0.0
CPT0079000001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0086970003
Normal
0.0
CPT0088500001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0019990003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0010170001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0001350001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0012090003
Normal
0.0
CPT0014370004
Tumor
0.0
CPT0078840001
Normal
0.0
CPT0092290003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0007860003
Tumor
0.0
CPT0000870016
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0092790003
Tumor
0.0
CPT0076350001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0078830003
Tumor
-0.1
CPT0026410003
Tumor
-0.1
CPT0086870003
Tumor
-0.1
CPT0006950001
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0001500009
Tumor
-0.1
CPT0002350011
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0089480003
Normal
-0.1
CPT0079480003
Tumor
-0.1
CPT0087050003
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0071150004
Tumor
-0.1
CPT0025060001
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0007320003
Tumor
-0.1
CPT0069000003
Tumor
-0.1
CPT0092160003
Tumor
-0.1
CPT0079430001
Normal
-0.2
CPT0065750003
Tumor
-0.2
CPT0026420001
Normal
-0.2
CPT0079410003
Tumor
-0.2
CPT0077140001
Normal
-0.2
CPT0014130001
Normal
-0.2
CPT0092310003
Normal
-0.2
CPT0000790001
Normal
-0.2
CPT0086360003
Tumor
-0.2
CPT0014350001
Normal
-0.2
CPT0088900003
Tumor
-0.2
CPT0079270003
Tumor
-0.2
CPT0025350003
Tumor
-0.2
CPT0015730003
Tumor
-0.2
CPT0077110003
Tumor
-0.2
CPT0065450001
Normal
-0.2
CPT0001540009
Tumor
-0.2
CPT0024670003
Tumor
-0.2
CPT0065430003
Tumor
-0.3
CPT0019130003
Tumor
-0.3
CPT0012370003
Tumor
-0.3
CPT0012670003
Tumor
-0.3
CPT0092740003
Normal
-0.3
CPT0078930003
Tumor
-0.3
CPT0065810003
Tumor
-0.3
CPT0001220008
Tumor
-0.3
CPT0012550003
Tumor
-0.4
CPT0014450004
Tumor
-0.4
CPT0001180009
Tumor
-0.4
CPT0078800003
Tumor
-0.4
CPT0086820003
Tumor
-0.6
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
