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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ERI3 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
28.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
84.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
83.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
57.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
46.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
44.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
43.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
41.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
40.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
35.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
35.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
35.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
34.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
34.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
32.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
32.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
31.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
31.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
31.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
31.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
31.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
30.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
30.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
29.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
29.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
29.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
28.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
28.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
28.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
28.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
27.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
27.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
26.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
26.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
26.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
25.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
25.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
25.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
25.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
25.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
24.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
24.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
24.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
23.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
22.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
22.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
22.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
22.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
21.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
20.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
20.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
20.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
20.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
20.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
19.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
18.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
18.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
18.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
18.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
17.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
16.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
16.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
14.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
12.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
ERI3 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
43.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
173.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
147.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
122.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
106.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
104.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
99.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
98.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
95.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
93.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
90.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
88.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
86.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
83.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
81.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
79.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
78.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
77.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
77.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
77.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
76.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
76.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
76.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
75.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
75.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
74.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
74.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
74.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
73.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
72.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
72.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
72.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
72.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
71.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
71.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
70.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
70.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
70.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
69.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
69.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
69.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
68.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
67.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
67.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
67.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
66.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
65.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
64.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
64.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
64.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
64.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
63.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
63.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
63.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
62.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
61.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
61.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
61.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
61.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
61.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
61.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
61.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
61.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
60.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
60.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
60.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
60.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
60.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
60.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
60.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
60.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
60.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
60.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
59.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
59.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
59.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
59.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
59.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
59.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
58.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
58.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
58.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
58.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
57.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
57.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
56.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
56.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
56.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
56.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
56.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
56.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
56.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
56.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
55.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
55.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
55.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
55.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
55.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
55.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
55.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
55.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
55.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
54.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
54.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
54.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
53.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
53.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
53.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
53.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
53.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
53.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
53.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
52.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
52.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
52.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
52.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
52.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
52.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
52.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
52.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
52.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
52.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
52.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
52.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
51.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
51.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
51.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
51.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
51.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
51.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
51.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
50.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
50.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
50.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
50.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
50.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
50.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
50.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
50.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
50.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
50.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
50.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
50.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
50.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
49.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
49.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
49.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
49.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
49.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
49.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
49.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
49.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
49.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
49.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
49.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
48.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
48.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
48.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
48.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
48.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
48.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
48.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
48.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
48.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
47.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
47.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
47.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
47.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
47.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
47.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
47.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
47.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
47.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
47.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
47.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
47.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
47.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
47.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
47.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
47.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
47.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
46.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
46.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
46.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
46.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
46.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
46.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
46.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
46.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
46.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
45.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
45.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
45.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
45.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
45.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
45.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
45.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
45.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
45.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
45.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
45.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
45.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
45.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
45.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
45.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
45.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
45.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
45.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
44.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
44.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
44.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
44.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
44.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
44.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
44.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
44.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
44.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
44.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
44.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
44.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
44.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
44.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
44.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
43.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
43.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
43.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
43.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
43.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
43.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
43.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
43.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
43.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
43.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
43.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
43.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
42.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
42.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
42.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
42.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
42.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
42.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
42.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
42.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
42.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
42.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
42.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
42.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
42.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
42.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
42.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
42.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
42.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
41.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
41.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
41.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
41.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
41.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
41.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
41.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
41.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
41.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
41.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
41.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
41.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
41.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
41.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
41.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
41.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
41.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
41.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
41.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
41.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
41.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
40.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
40.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
40.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
40.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
40.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
40.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
40.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
40.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
40.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
40.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
40.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
39.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
39.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
39.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
39.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
39.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
39.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
39.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
39.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
39.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
39.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
39.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
39.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
39.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
39.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
39.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
39.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
39.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
39.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
39.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
38.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
38.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
38.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
38.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
38.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
38.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
38.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
38.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
38.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
38.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
38.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
38.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
38.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
38.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
38.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
38.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
38.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
38.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
38.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
38.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
38.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
38.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
37.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
37.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
37.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
37.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
37.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
37.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
37.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
37.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
37.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
37.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
37.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
37.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
37.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
37.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
36.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
36.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
36.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
36.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
36.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
36.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
36.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
36.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
36.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
36.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
36.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
35.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
35.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
35.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
35.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
35.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
35.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
35.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
35.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
35.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
35.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
35.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
35.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
35.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
35.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
35.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
35.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
35.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
35.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
35.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
35.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
35.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
35.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
35.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
34.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
34.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
34.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
34.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
34.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
34.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
34.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
34.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
34.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
34.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
34.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
33.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
33.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
33.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
33.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
33.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
33.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
33.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
33.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
33.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
33.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
33.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
33.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
33.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
33.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
33.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
33.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
33.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
33.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
32.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
32.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
32.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
32.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
32.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
32.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
31.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
31.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
31.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
31.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
31.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
31.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
31.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
31.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
31.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
30.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
30.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
30.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
30.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
30.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
30.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
30.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
30.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
30.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
30.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
30.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
30.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
30.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
30.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
30.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
30.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
30.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
29.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
29.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
29.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
29.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
29.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
29.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
29.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
29.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
29.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
29.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
29.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
28.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
28.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
28.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
28.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
28.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
28.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
28.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
28.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
28.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
28.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
28.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
28.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
27.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
27.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
27.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
27.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
27.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
27.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
27.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
27.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
27.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
27.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
26.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
26.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
26.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
26.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
26.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
26.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
26.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
25.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
25.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
25.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
25.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
25.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
25.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
25.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
25.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
24.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
24.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
24.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
24.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
23.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
23.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
23.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
23.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
23.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
23.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
23.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
23.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
22.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
21.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
21.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
21.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
20.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
20.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
19.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
19.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
19.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
18.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
18.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
18.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
18.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
17.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
17.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
16.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
16.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
16.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
15.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
15.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
15.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
15.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
12.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
11.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
11.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
11.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
11.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
ERI3 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
39.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
97.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
75.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
72.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
65.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
65.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
63.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
62.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
58.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
58.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
56.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
54.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
54.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
54.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
52.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
51.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
51.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
50.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
50.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
48.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
48.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
48.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
47.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
47.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
46.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
45.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
45.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
45.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
44.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
44.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
44.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
43.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
43.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
43.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
42.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
42.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
42.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
40.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
39.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
39.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
39.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
39.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
38.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
38.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
38.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
38.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
38.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
37.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
37.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
37.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
37.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
37.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
36.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
35.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
34.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
34.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
34.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
34.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
34.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
34.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
34.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
34.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
34.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
33.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
33.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
33.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
33.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
33.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
32.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
32.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
32.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
31.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
31.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
31.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
31.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
31.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
30.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
30.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
29.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
29.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
29.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
28.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
28.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
28.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
27.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
27.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
27.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
26.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
26.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
26.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
26.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
25.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
25.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
24.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
24.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
24.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
23.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
23.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
22.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
19.8
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.
ERI3 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
50.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
136.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
112.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
104.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
99.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
92.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
89.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
89.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
88.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
86.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
86.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
86.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
85.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
81.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
81.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
80.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
80.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
80.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
80.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
80.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
79.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
78.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
78.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
77.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
77.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
76.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
75.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
75.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
75.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
74.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
74.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
74.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
74.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
74.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
73.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
72.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
71.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
71.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
70.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
70.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
70.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
69.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
68.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
68.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
68.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
68.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
68.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
68.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
68.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
67.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
66.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
66.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
66.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
66.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
66.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
65.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
65.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
65.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
65.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
65.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
65.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
64.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
64.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
64.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
64.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
64.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
63.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
63.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
63.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
62.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
62.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
62.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
62.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
62.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
61.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
61.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
61.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
60.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
60.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
60.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
59.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
59.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
59.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
59.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
59.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
59.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
59.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
58.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
58.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
58.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
58.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
58.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
58.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
58.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
57.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
57.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
57.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
56.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
56.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
55.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
55.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
55.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
55.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
55.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
54.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
54.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
54.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
53.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
53.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
53.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
52.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
52.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
52.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
52.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
51.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
51.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
51.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
51.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
51.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
51.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
50.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
50.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
50.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
50.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
50.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
50.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
50.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
50.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
49.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
49.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
49.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
49.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
48.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
48.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
48.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
48.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
48.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
48.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
48.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
48.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
48.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
48.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
48.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
48.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
48.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
47.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
47.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
47.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
47.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
47.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
47.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
47.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
47.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
47.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
46.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
46.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
46.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
46.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
46.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
46.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
46.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
46.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
46.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
46.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
46.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
45.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
45.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
45.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
45.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
44.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
44.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
44.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
44.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
44.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
44.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
44.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
43.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
43.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
43.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
43.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
43.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
43.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
43.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
43.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
42.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
42.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
42.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
42.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
42.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
41.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
41.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
41.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
41.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
41.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
41.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
40.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
40.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
40.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
40.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
40.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
40.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
40.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
39.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
39.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
39.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
39.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
39.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
39.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
38.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
38.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
38.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
37.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
37.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
37.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
37.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
37.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
36.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
36.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
36.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
35.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
35.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
35.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
35.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
34.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
34.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
34.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
34.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
34.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
34.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
33.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
33.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
33.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
33.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
33.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
33.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
33.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
32.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
32.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
32.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
32.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
32.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
31.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
31.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
31.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
31.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
31.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
31.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
30.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
30.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
30.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
30.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
30.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
29.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
29.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
29.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
29.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
29.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
29.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
28.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
28.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
27.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
27.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
27.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
27.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
26.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
26.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
25.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
25.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
24.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
24.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
24.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
23.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
22.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
22.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
21.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
21.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
20.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
20.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
19.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
18.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
17.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
15.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
14.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001180009
Tumor
1.0
CPT0025230003
Tumor
0.9
CPT0002270011
Tumor
0.6
CPT0024670003
Tumor
0.5
CPT0012280003
Tumor
0.5
CPT0088970003
Tumor
0.5
CPT0024680001
Normal
0.5
CPT0011410003
Tumor
0.5
CPT0079430001
Normal
0.5
CPT0012570003
Normal
0.5
CPT0012640003
Normal
0.5
CPT0012770003
Normal
0.5
CPT0009080003
Normal
0.4
CPT0001230001
Normal
0.4
CPT0088480003
Tumor
0.4
CPT0078800003
Tumor
0.4
CPT0088500001
Normal
0.4
CPT0092740003
Normal
0.4
CPT0001350001
Normal
0.4
CPT0012920003
Normal
0.4
CPT0018250001
Normal
0.4
CPT0092310003
Normal
0.4
CPT0069010001
Normal
0.3
CPT0012090003
Normal
0.3
CPT0079000001
Normal
0.3
CPT0075570001
Normal
0.3
CPT0017450001
Normal
0.3
CPT0007470001
Normal
0.3
CPT0012290003
Normal
0.3
CPT0089480003
Normal
0.3
CPT0000640003
Tumor
0.3
CPT0076350001
Normal
0.3
CPT0012080003
Tumor
0.3
CPT0078940001
Normal
0.3
CPT0078670001
Normal
0.3
CPT0082010001
Normal
0.3
CPT0077320001
Normal
0.3
CPT0011240003
Tumor
0.3
CPT0088780001
Normal
0.3
CPT0000790001
Normal
0.3
CPT0010170001
Normal
0.3
CPT0009020003
Normal
0.3
CPT0001340003
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0017850003
Tumor
0.3
CPT0081620001
Normal
0.3
CPT0000890001
Normal
0.3
CPT0088570001
Normal
0.3
CPT0086890003
Normal
0.3
CPT0006730001
Normal
0.3
CPT0066430001
Normal
0.3
CPT0088920001
Normal
0.3
CPT0000660001
Normal
0.3
CPT0025610001
Normal
0.3
CPT0014130001
Normal
0.2
CPT0026420001
Normal
0.2
CPT0007870001
Normal
0.2
CPT0064400001
Normal
0.2
CPT0088710001
Normal
0.2
CPT0089040001
Normal
0.2
CPT0087050003
Normal
0.2
CPT0023360001
Normal
0.2
CPT0001550001
Normal
0.2
CPT0077110003
Tumor
0.2
CPT0025920001
Normal
0.2
CPT0079230003
Tumor
0.2
CPT0069190001
Normal
0.2
CPT0086370003
Normal
0.2
CPT0020020001
Normal
0.2
CPT0065450001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0006950001
Normal
0.2
CPT0001510001
Normal
0.2
CPT0001190001
Normal
0.2
CPT0092800003
Normal
0.2
CPT0025110003
Tumor
0.2
CPT0086970003
Normal
0.2
CPT0025060001
Normal
0.1
CPT0012180003
Tumor
0.1
CPT0078840001
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0063640001
Normal
0.1
CPT0069000003
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0021240003
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0077140001
Normal
0.1
CPT0023710001
Normal
0.1
CPT0081990003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0086830003
Normal
0.1
CPT0014350001
Normal
0.1
CPT0086870003
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0084590001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0078990003
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0077500001
Normal
0.0
CPT0020130001
Normal
0.0
CPT0075130003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0078510003
Tumor
0.0
CPT0002370001
Normal
-0.1
CPT0020120003
Tumor
-0.1
CPT0002350011
Tumor
-0.1
CPT0065930003
Tumor
-0.1
CPT0025050003
Tumor
-0.1
CPT0081600003
Tumor
-0.1
CPT0079300001
Normal
-0.1
CPT0085670003
Tumor
-0.1
CPT0086360003
Tumor
-0.1
CPT0092190003
Normal
-0.1
CPT0079480003
Tumor
-0.1
CPT0010120001
Normal
-0.1
CPT0009000003
Tumor
-0.1
CPT0084560003
Tumor
-0.1
CPT0025580004
Tumor
-0.1
CPT0063330001
Normal
-0.1
CPT0079180003
Tumor
-0.1
CPT0026410003
Tumor
-0.1
CPT0069160003
Tumor
-0.1
CPT0088630003
Tumor
-0.2
CPT0019160001
Normal
-0.2
CPT0078930003
Tumor
-0.2
CPT0007320003
Tumor
-0.2
CPT0007860003
Tumor
-0.2
CPT0014450004
Tumor
-0.2
CPT0019130003
Tumor
-0.2
CPT0010160003
Tumor
-0.2
CPT0025350003
Tumor
-0.2
CPT0075560003
Tumor
-0.2
CPT0019990003
Tumor
-0.3
CPT0075720003
Tumor
-0.3
CPT0006900003
Tumor
-0.3
CPT0014370004
Tumor
-0.3
CPT0066480003
Tumor
-0.3
CPT0076330003
Tumor
-0.3
CPT0092160003
Tumor
-0.3
CPT0006440003
Tumor
-0.3
CPT0078830003
Tumor
-0.3
CPT0001260009
Tumor
-0.3
CPT0088760003
Tumor
-0.3
CPT0077310003
Tumor
-0.3
CPT0065750003
Tumor
-0.3
CPT0064370003
Tumor
-0.3
CPT0023690003
Tumor
-0.3
CPT0000780007
Tumor
-0.3
CPT0014160003
Tumor
-0.3
CPT0000870016
Tumor
-0.3
CPT0063630003
Tumor
-0.3
CPT0015910003
Tumor
-0.4
CPT0025290003
Tumor
-0.4
CPT0089460004
Tumor
-0.4
CPT0012370003
Tumor
-0.4
CPT0023350003
Tumor
-0.4
CPT0092790003
Tumor
-0.4
CPT0015810003
Tumor
-0.4
CPT0079410003
Tumor
-0.4
CPT0065810003
Tumor
-0.4
CPT0009060003
Tumor
-0.4
CPT0066470004
Tumor
-0.4
CPT0006630003
Tumor
-0.4
CPT0001220008
Tumor
-0.4
CPT0001270001
Normal
-0.4
CPT0001500009
Tumor
-0.4
CPT0078530001
Normal
-0.4
CPT0088900003
Tumor
-0.4
CPT0092730003
Tumor
-0.4
CPT0077490003
Tumor
-0.5
CPT0025170003
Tumor
-0.5
CPT0086030003
Tumor
-0.5
CPT0087040003
Tumor
-0.5
CPT0017410003
Tumor
-0.5
CPT0063320003
Tumor
-0.5
CPT0086950003
Tumor
-0.6
CPT0015730003
Tumor
-0.6
CPT0079510001
Normal
-0.6
CPT0088690003
Tumor
-0.6
CPT0081880003
Tumor
-0.6
CPT0092290003
Tumor
-0.7
CPT0065870003
Tumor
-0.7
CPT0079380003
Tumor
-0.7
CPT0012900004
Tumor
-0.7
CPT0012550003
Tumor
-0.7
CPT0078660003
Tumor
-0.7
CPT0088550004
Tumor
-0.8
CPT0089020003
Tumor
-0.8
CPT0065690003
Tumor
-0.8
CPT0071150004
Tumor
-0.8
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.