We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
IRF2BP2 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
21.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
58.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
49.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
39.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
38.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
37.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
35.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
34.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
33.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
33.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
32.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
32.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
30.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
29.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
28.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
27.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
27.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
27.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
25.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
23.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
23.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
22.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
22.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
22.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
21.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
21.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
21.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
20.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
20.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
20.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
20.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
19.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
18.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
18.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
17.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
17.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
17.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
16.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
16.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
16.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
16.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
16.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
15.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
15.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
15.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
15.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
14.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
14.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
14.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
14.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
14.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
13.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
13.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
13.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
12.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
12.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
12.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
12.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
12.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
11.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
11.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
10.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
10.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 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.
IRF2BP2 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
49.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
134.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
110.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
110.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
107.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
105.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
104.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
102.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
100.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
98.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
96.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
96.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
94.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
93.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
92.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
91.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
90.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
89.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
89.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
89.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
88.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
88.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
87.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
86.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
86.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
86.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
84.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
83.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
82.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
82.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
81.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
81.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
81.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
81.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
80.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
80.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
80.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
80.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
78.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
78.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
77.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
77.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
76.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
76.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
75.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
75.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
75.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
74.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
74.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
74.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
74.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
74.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
74.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
74.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
73.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
73.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
73.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
73.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
73.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
73.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
73.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
72.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
72.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
72.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
72.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
71.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
71.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
71.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
71.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
71.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
71.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
70.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
70.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
70.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
70.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
70.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
70.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
70.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
70.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
70.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
69.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
69.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
69.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
68.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
68.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
68.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
68.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
68.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
68.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
68.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
67.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
67.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
67.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
67.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
67.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
66.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
66.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
66.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
66.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
66.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
65.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
65.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
65.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
65.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
64.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
64.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
64.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
64.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
64.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
64.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
64.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
64.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
63.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
63.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
63.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
63.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
63.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
63.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
63.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
63.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
62.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
62.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
62.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
62.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
62.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
62.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
62.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
62.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
62.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
62.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
62.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
61.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
61.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
61.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
61.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
61.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
61.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
61.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
61.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
61.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
60.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
60.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
60.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
60.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
60.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
60.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
60.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
60.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
60.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
60.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
60.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
59.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
59.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
59.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
59.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
59.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
59.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
59.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
58.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
58.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
58.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
58.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
58.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
58.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
58.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
58.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
57.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
57.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
57.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
57.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
57.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
57.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
57.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
57.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
56.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
56.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
56.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
56.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
55.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
55.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
55.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
55.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
55.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
55.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
55.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
55.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
54.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
54.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
54.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
54.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
54.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
54.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
54.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
54.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
54.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
54.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
53.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
53.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
53.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
53.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
53.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
53.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
53.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
53.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
53.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
52.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
52.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
52.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
52.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
52.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
52.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
52.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
52.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
52.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
52.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
52.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
52.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
51.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
51.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
51.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
51.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
51.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
51.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
51.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
51.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
51.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
50.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
50.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
50.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
50.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
50.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
50.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
50.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
50.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
50.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
50.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
50.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
50.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
49.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
49.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
49.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
49.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
49.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
49.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
48.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
48.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
48.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
48.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
48.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
48.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
47.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
47.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
47.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
47.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
47.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
47.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
47.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
47.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
47.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
46.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
46.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
46.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
46.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
46.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
46.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
46.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
46.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
46.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
46.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
46.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
46.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
46.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
46.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
46.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
46.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
46.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
46.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
46.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
46.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
46.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
46.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
45.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
45.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
45.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
45.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
45.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
45.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
45.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
45.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
45.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
45.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
45.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
45.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
45.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
44.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
44.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
44.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
44.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
44.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
44.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
44.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
44.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
44.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
44.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
44.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
44.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
44.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
44.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
44.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
44.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
44.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
44.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
43.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
43.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
43.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
43.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
43.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
43.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
43.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
43.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
43.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
43.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
43.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
43.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
43.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
43.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
42.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
42.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
42.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
42.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
42.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
42.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
42.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
42.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
42.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
42.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
42.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
42.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
42.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
42.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
42.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
41.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
41.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
41.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
41.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
41.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
41.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
41.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
40.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
40.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
40.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
40.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
40.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
39.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
39.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
39.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
39.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
39.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
39.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
39.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
39.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
39.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
39.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
39.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
39.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
39.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
39.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
39.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
39.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
39.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
38.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
38.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
38.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
38.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
38.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
38.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
38.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
38.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
38.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
38.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
37.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
37.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
37.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
37.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
37.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
37.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
37.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
37.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
36.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
36.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
36.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
36.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
36.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
36.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
36.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
36.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
36.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
36.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
35.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
35.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
35.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
35.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
35.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
34.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
34.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
34.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
34.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
34.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
34.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
34.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
34.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
34.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
34.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
34.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
34.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
34.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
34.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
34.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
34.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
34.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
33.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
33.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
33.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
33.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
32.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
32.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
31.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
31.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
31.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
31.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
31.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
31.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
31.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
31.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
30.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
30.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
30.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
30.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
30.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
30.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
30.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
30.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
30.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
30.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
30.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
30.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
30.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
30.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
29.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
29.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
29.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
28.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
28.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
28.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
27.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
27.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
27.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
27.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
26.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
26.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
26.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
26.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
26.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
25.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
25.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
25.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
25.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
25.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
25.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
25.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
24.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
24.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
24.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
24.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
24.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
24.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
24.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
23.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
23.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
23.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
23.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
23.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
22.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
22.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
22.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
22.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
22.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
22.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
21.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
21.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
21.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
21.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
21.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
21.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
21.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
20.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
19.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
19.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
19.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
18.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
18.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
17.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
17.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
17.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
16.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
16.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
16.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
16.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
15.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
15.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
15.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
15.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
14.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
13.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
13.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
12.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
12.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
9.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
9.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
7.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
7.8
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.
IRF2BP2 is validated prognostic, high expression is favorable 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
69.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
149.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
134.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
123.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
119.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
117.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
110.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
109.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
108.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
106.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
106.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
105.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
104.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
96.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
95.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
92.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
92.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
89.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
88.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
87.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
87.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
86.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
85.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
82.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
82.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
82.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
82.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
81.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
81.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
80.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
79.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
79.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
78.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
76.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
74.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
74.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
73.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
72.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
72.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
72.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
71.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
71.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
71.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
71.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
71.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
69.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
69.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
67.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
67.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
66.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
66.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
66.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
66.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
65.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
64.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
64.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
63.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
62.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
62.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
61.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
59.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
59.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
58.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
58.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
58.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
57.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
57.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
56.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
56.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
55.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
55.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
54.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
54.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
54.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
53.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
53.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
52.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
52.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
51.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
51.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
51.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
50.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
49.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
48.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
46.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
46.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
44.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
44.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
43.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
41.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
38.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
38.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
38.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
37.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
36.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
35.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
34.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
34.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
33.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
31.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IRF2BP2 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
39.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
116.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
108.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
106.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
95.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
93.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
91.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
90.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
87.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
83.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
79.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
79.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
78.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
77.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
75.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
74.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
73.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
73.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
72.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
71.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
71.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
71.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
69.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
69.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
67.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
67.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
67.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
67.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
67.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
67.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
66.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
65.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
64.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
64.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
64.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
62.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
62.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
62.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
61.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
60.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
59.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
59.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
58.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
57.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
56.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
55.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
54.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
54.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
53.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
53.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
52.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
52.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
52.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
51.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
51.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
51.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
51.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
51.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
51.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
51.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
51.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
51.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
51.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
50.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
50.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
50.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
49.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
49.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
49.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
49.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
48.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
47.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
46.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
46.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
46.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
46.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
46.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
46.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
45.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
45.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
45.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
45.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
45.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
45.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
44.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
44.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
44.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
44.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
44.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
44.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
44.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
44.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
43.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
43.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
43.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
43.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
43.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
43.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
42.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
42.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
42.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
42.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
42.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
42.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
41.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
41.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
41.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
41.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
41.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
41.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
41.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
41.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
40.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
40.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
40.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
40.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
40.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
40.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
40.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
40.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
39.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
39.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
39.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
39.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
39.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
39.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
38.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
38.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
38.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
38.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
38.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
38.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
37.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
37.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
37.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
37.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
37.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
36.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
36.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
36.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
36.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
36.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
36.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
36.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
36.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
36.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
36.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
36.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
36.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
35.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
35.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
35.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
35.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
35.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
35.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
35.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
35.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
35.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
35.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
34.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
34.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
34.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
34.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
33.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
33.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
33.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
33.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
33.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
33.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
32.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
32.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
32.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
32.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
32.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
32.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
31.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
31.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
31.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
31.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
31.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
30.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
30.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
30.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
30.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
30.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
30.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
30.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
30.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
30.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
30.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
30.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
30.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
29.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
29.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
29.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
29.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
29.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
28.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
28.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
28.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
28.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
28.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
28.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
28.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
28.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
28.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
28.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
28.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
28.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
28.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
27.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
27.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
27.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
27.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
27.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
27.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
27.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
26.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
26.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
26.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
25.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
25.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
25.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
25.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
25.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
24.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
24.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
24.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
24.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
24.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
24.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
24.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
24.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
24.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
23.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
23.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
23.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
23.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
23.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
22.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
22.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
22.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
22.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
22.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
21.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
21.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
21.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
20.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
20.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
19.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
19.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
19.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
19.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
19.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
19.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
18.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
18.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
18.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
18.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
18.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
18.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
17.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
17.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
17.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
17.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
16.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
15.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
15.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
15.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
15.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
15.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
14.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
14.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
14.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
14.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
13.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
13.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
12.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
12.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
11.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
11.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
8.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
7.7
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0006440003
Tumor
0.6
CPT0077490003
Tumor
0.6
CPT0000780007
Tumor
0.5
CPT0092190003
Normal
0.5
CPT0009000003
Tumor
0.5
CPT0010160003
Tumor
0.5
CPT0012080003
Tumor
0.5
CPT0075720003
Tumor
0.5
CPT0077320001
Normal
0.4
CPT0086950003
Tumor
0.4
CPT0085670003
Tumor
0.4
CPT0010120001
Normal
0.4
CPT0012370003
Tumor
0.4
CPT0084590001
Normal
0.4
CPT0088630003
Tumor
0.4
CPT0012900004
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0084560003
Tumor
0.4
CPT0017410003
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0017850003
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0002350011
Tumor
0.3
CPT0000640003
Tumor
0.3
CPT0025350003
Tumor
0.3
CPT0063630003
Tumor
0.3
CPT0025580004
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0079300001
Normal
0.3
CPT0088900003
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0065870003
Tumor
0.3
CPT0010110003
Tumor
0.3
CPT0026410003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0075170001
Normal
0.2
CPT0065930003
Tumor
0.2
CPT0063320003
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0024680001
Normal
0.2
CPT0081990003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0014470001
Normal
0.2
CPT0088760003
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0066480003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0078530001
Normal
0.2
CPT0079510001
Normal
0.2
CPT0006900003
Tumor
0.1
CPT0015910003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0088640003
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0088970003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0007870001
Normal
0.1
CPT0024670003
Tumor
0.1
CPT0088550004
Tumor
0.1
CPT0009020003
Normal
0.1
CPT0087040003
Tumor
0.1
CPT0076330003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0001180009
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0079410003
Tumor
0.1
CPT0001260009
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0025230003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0007470001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0079000001
Normal
0.1
CPT0086820003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0063330001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0089460004
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0086830003
Normal
0.1
CPT0089020003
Tumor
0.1
CPT0078940001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0025110003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0012770003
Normal
0.0
CPT0014130001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0009080003
Normal
0.0
CPT0001550001
Normal
0.0
CPT0012180003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0076350001
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0001500009
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0065430003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0081620001
Normal
0.0
CPT0066470004
Tumor
0.0
CPT0025610001
Normal
0.0
CPT0092730003
Tumor
0.0
CPT0012640003
Normal
0.0
CPT0025050003
Tumor
0.0
CPT0017450001
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0023360001
Normal
0.0
CPT0086970003
Normal
0.0
CPT0077310003
Tumor
0.0
CPT0007860003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0006630003
Tumor
0.0
CPT0025290003
Tumor
0.0
CPT0001340003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0078840001
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0021240003
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0007320003
Tumor
0.0
CPT0012670003
Tumor
-0.1
CPT0077140001
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0079180003
Tumor
-0.1
CPT0089480003
Normal
-0.1
CPT0023350003
Tumor
-0.1
CPT0014350001
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0088480003
Tumor
-0.1
CPT0092290003
Tumor
-0.1
CPT0001510001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0075560003
Tumor
-0.1
CPT0012280003
Tumor
-0.1
CPT0002270011
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0019990003
Tumor
-0.1
CPT0001350001
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0075130003
Tumor
-0.1
CPT0079430001
Normal
-0.1
CPT0086360003
Tumor
-0.1
CPT0092740003
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0079380003
Tumor
-0.2
CPT0069000003
Tumor
-0.2
CPT0012090003
Normal
-0.2
CPT0065450001
Normal
-0.2
CPT0089040001
Normal
-0.2
CPT0023710001
Normal
-0.2
CPT0023690003
Tumor
-0.2
CPT0011410003
Tumor
-0.2
CPT0014160003
Tumor
-0.2
CPT0000790001
Normal
-0.2
CPT0006950001
Normal
-0.2
CPT0012550003
Tumor
-0.2
CPT0015810003
Tumor
-0.2
CPT0092800003
Normal
-0.2
CPT0026420001
Normal
-0.2
CPT0078510003
Tumor
-0.2
CPT0078930003
Tumor
-0.2
CPT0088780001
Normal
-0.3
CPT0081880003
Tumor
-0.4
CPT0015730003
Tumor
-0.4
CPT0078800003
Tumor
-0.4
CPT0020120003
Tumor
-0.4
CPT0078660003
Tumor
-0.7
Show allShow less
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
