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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.
EIF5B 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
19.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
70.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
43.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
41.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
38.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
35.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
34.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
33.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
32.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
32.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
28.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
28.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
27.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
26.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
25.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
25.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
24.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
24.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
23.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
22.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
21.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
21.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
20.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
20.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
20.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
19.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
19.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
18.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
18.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
18.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
18.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
17.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
17.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
17.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
16.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
16.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
15.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
15.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
14.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
14.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
13.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
13.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
13.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
13.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
13.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
13.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
12.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
12.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
12.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
12.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
12.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
12.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
12.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
11.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
11.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
11.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
10.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
10.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
10.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
9.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
9.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
9.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
9.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
9.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 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.
EIF5B 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
30.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
111.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
88.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
85.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
74.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
72.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
67.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
61.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
61.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
59.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
59.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
58.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
58.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
57.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
56.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
56.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
56.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
55.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
55.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
53.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
53.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
52.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
52.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
52.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
52.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
52.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
50.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
49.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
49.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
49.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
49.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
49.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
48.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
48.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
48.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
48.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
48.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
48.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
47.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
47.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
47.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
47.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
47.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
47.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
47.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
47.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
46.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
46.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
46.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
46.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
45.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
45.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
45.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
45.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
45.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
45.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
45.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
44.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
44.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
44.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
44.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
44.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
44.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
44.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
43.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
43.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
43.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
43.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
43.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
43.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
42.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
42.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
42.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
42.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
42.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
42.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
42.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
42.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
42.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
41.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
41.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
41.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
41.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
41.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
41.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
41.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
41.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
41.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
40.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
40.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
40.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
40.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
40.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
40.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
40.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
40.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
40.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
40.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
40.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
40.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
40.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
39.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
39.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
39.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
39.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
39.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
39.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
39.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
39.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
39.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
39.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
39.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
39.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
38.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
38.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
38.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
38.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
38.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
38.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
38.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
38.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
38.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
38.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
37.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
37.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
37.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
37.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
37.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
37.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
37.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
37.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
37.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
37.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
37.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
37.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
37.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
36.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
36.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
36.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
36.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
36.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
36.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
36.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
36.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
36.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
36.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
36.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
36.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
36.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
36.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
36.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
35.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
35.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
35.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
35.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
35.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
35.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
35.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
35.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
35.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
35.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
35.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
35.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
35.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
35.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
35.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
34.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
34.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
34.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
34.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
34.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
34.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
34.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
34.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
34.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
34.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
34.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
34.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
33.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
33.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
33.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
33.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
33.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
33.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
33.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
33.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
33.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
33.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
33.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
33.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
33.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
33.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
33.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
32.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
32.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
32.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
32.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
32.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
32.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
32.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
32.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
32.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
32.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
32.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
32.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
32.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
32.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
32.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
32.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
32.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
32.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
32.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
32.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
31.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
31.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
31.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
31.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
31.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
31.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
31.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
31.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
31.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
31.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
31.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
31.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
31.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
31.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
31.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
31.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
31.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
31.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
31.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
31.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
31.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
31.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
31.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
30.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
30.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
30.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
30.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
30.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
30.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
30.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
30.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
30.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
30.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
30.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
30.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
30.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
30.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
30.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
30.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
30.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
30.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
30.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
30.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
30.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
30.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
29.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
29.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
29.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
29.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
29.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
29.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
29.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
29.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
29.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
29.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
29.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
29.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
29.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
29.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
29.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
29.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
29.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
29.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
29.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
29.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
29.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
29.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
29.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
29.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
28.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
28.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
28.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
28.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
28.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
28.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
28.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
28.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
28.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
28.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
28.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
28.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
28.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
28.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
28.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
27.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
27.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
27.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
27.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
27.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
27.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
27.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
27.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
27.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
27.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
27.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
27.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
27.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
27.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
27.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
27.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
27.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
27.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
27.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
27.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
26.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
26.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
26.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
26.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
26.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
26.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
26.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
26.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
26.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
26.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
26.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
26.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
26.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
26.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
26.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
26.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
26.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
26.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
26.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
26.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
26.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
26.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
26.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
25.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
25.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
25.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
25.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
25.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
25.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
25.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
25.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
25.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
25.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
25.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
25.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
25.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
25.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
25.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
25.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
25.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
25.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
25.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
25.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
25.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
25.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
25.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
25.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
24.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
24.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
24.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
24.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
24.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
24.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
24.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
24.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
24.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
24.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
24.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
24.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
24.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
24.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
24.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
24.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
24.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
24.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
24.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
24.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
23.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
23.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
23.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
23.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
23.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
23.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
23.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
23.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
23.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
23.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
23.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
23.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
22.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
22.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
22.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
22.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
22.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
22.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
22.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
22.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
22.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
22.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
22.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
22.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
22.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
22.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
22.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
22.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
22.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
22.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
22.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
22.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
21.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
21.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
21.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
21.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
21.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
21.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
21.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
21.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
20.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
20.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
20.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
20.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
20.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
20.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
20.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
20.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
20.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
20.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
20.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
19.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
19.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
19.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
19.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
19.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
19.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
19.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
18.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
18.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
18.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
18.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
18.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
18.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
18.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
17.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
17.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
17.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
17.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
17.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
17.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
17.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
17.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
17.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
17.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
17.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
17.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
17.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
17.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
17.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
17.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
16.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
16.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
16.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
16.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
16.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
16.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
16.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
16.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
16.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
16.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
16.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
16.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
15.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
15.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
15.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
15.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
15.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
15.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
14.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
14.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
14.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
14.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
14.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
14.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
14.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
14.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
13.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
13.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
13.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
13.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
13.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
13.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
13.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
12.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
12.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
12.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
12.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
12.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
12.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
11.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
11.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
11.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
10.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
10.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
10.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
9.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
9.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
9.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
8.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
8.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
8.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
7.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
6.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
5.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
5.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 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.
EIF5B 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
35.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
86.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
70.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
60.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
59.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
55.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
53.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
52.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
52.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
51.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
46.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
44.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
43.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
43.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
42.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
42.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
42.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
41.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
41.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
41.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
40.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
39.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
39.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
39.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
39.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
39.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
39.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
38.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
38.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
37.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
36.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
36.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
35.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
35.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
35.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
35.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
35.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
35.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
35.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
35.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
34.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
33.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
33.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
33.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
33.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
33.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
33.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
33.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
33.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
32.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
32.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
32.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
32.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
32.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
31.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
31.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
31.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
31.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
31.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
31.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
31.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
30.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
30.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
30.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
30.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
30.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
30.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
29.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
29.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
29.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
29.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
29.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
29.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
29.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
29.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
29.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
28.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
28.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
28.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
28.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
28.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
28.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
28.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
28.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
28.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
28.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
28.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
27.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
26.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
26.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
25.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
25.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
25.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
25.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
25.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
25.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
24.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
23.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
23.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
22.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
EIF5B 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
34.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
127.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
109.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
104.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
93.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
85.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
82.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
75.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
73.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
72.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
72.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
70.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
70.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
68.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
68.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
68.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
68.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
66.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
64.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
63.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
62.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
62.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
62.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
61.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
60.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
60.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
60.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
59.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
58.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
58.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
57.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
57.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
57.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
56.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
56.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
55.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
55.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
54.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
54.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
54.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
54.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
53.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
52.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
52.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
51.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
50.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
50.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
49.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
49.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
49.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
48.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
47.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
47.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
47.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
47.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
46.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
46.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
46.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
46.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
45.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
45.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
44.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
44.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
44.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
43.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
43.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
43.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
43.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
43.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
43.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
42.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
42.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
41.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
41.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
41.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
40.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
40.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
40.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
40.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
40.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
40.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
40.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
40.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
40.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
39.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
39.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
39.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
39.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
39.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
39.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
39.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
38.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
38.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
38.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
37.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
37.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
37.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
37.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
36.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
36.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
36.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
36.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
36.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
36.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
35.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
35.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
35.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
35.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
35.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
35.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
35.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
34.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
34.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
34.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
34.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
34.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
34.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
34.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
34.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
34.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
34.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
33.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
33.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
33.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
33.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
33.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
33.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
33.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
33.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
32.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
32.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
32.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
31.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
31.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
31.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
31.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
31.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
31.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
31.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
31.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
31.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
31.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
31.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
30.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
30.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
30.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
30.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
30.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
30.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
29.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
29.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
29.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
29.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
29.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
29.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
29.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
29.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
29.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
28.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
28.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
28.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
28.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
28.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
28.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
28.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
28.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
28.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
27.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
27.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
27.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
27.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
27.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
27.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
27.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
27.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
27.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
27.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
27.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
27.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
26.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
26.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
26.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
26.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
26.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
26.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
26.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
26.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
26.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
26.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
26.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
25.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
25.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
25.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
25.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
25.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
25.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
24.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
24.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
24.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
24.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
24.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
24.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
24.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
23.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
23.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
23.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
23.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
22.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
22.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
22.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
22.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
22.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
22.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
21.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
21.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
21.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
21.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
21.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
21.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
21.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
21.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
20.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
20.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
20.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
20.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
20.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
20.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
20.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
20.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
20.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
19.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
19.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
19.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
19.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
19.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
19.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
19.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
18.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
18.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
18.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
18.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
18.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
17.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
17.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
17.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
17.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
17.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
17.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
17.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
17.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
16.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
16.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
16.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
16.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
15.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
15.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
14.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
14.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
14.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
14.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
14.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
14.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
13.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
13.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
12.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
12.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
12.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
12.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
11.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
10.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
10.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
10.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
9.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
9.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
9.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
8.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
8.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
7.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
6.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
6.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
6.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
4.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
3.5
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
0.7
CPT0084560003
Tumor
0.7
CPT0078830003
Tumor
0.7
CPT0002350011
Tumor
0.6
CPT0012550003
Tumor
0.5
CPT0001180009
Tumor
0.5
CPT0079410003
Tumor
0.5
CPT0075130003
Tumor
0.5
CPT0025050003
Tumor
0.5
CPT0012670003
Tumor
0.5
CPT0012180003
Tumor
0.4
CPT0017850003
Tumor
0.4
CPT0025230003
Tumor
0.4
CPT0014450004
Tumor
0.4
CPT0012280003
Tumor
0.4
CPT0088550004
Tumor
0.4
CPT0001260009
Tumor
0.4
CPT0089460004
Tumor
0.4
CPT0088970003
Tumor
0.4
CPT0086950003
Tumor
0.4
CPT0078800003
Tumor
0.4
CPT0017410003
Tumor
0.3
CPT0001540009
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0088480003
Tumor
0.3
CPT0081880003
Tumor
0.3
CPT0084590001
Normal
0.3
CPT0081600003
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0077110003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0010160003
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0015810003
Tumor
0.2
CPT0015730003
Tumor
0.2
CPT0002270011
Tumor
0.2
CPT0011410003
Tumor
0.2
CPT0001270001
Normal
0.2
CPT0023350003
Tumor
0.2
CPT0000640003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0076330003
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0021240003
Tumor
0.2
CPT0012640003
Normal
0.2
CPT0085670003
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0075170001
Normal
0.2
CPT0007320003
Tumor
0.2
CPT0088690003
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0001190001
Normal
0.1
CPT0017450001
Normal
0.1
CPT0077320001
Normal
0.1
CPT0086870003
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0063630003
Tumor
0.1
CPT0015910003
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0025880003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0012900004
Tumor
0.1
CPT0079300001
Normal
0.1
CPT0078510003
Tumor
0.1
CPT0006440003
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0019130003
Tumor
0.1
CPT0089040001
Normal
0.0
CPT0010120001
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0001220008
Tumor
0.0
CPT0001230001
Normal
0.0
CPT0014160003
Tumor
0.0
CPT0009000003
Tumor
0.0
CPT0014370004
Tumor
0.0
CPT0079430001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0019990003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0025580004
Tumor
0.0
CPT0007860003
Tumor
0.0
CPT0069160003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0000870016
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0025110003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0088630003
Tumor
0.0
CPT0020120003
Tumor
0.0
CPT0078990003
Tumor
0.0
CPT0012080003
Tumor
0.0
CPT0012920003
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0012570003
Normal
0.0
CPT0092730003
Tumor
0.0
CPT0065870003
Tumor
0.0
CPT0082010001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0065930003
Tumor
0.0
CPT0014130001
Normal
0.0
CPT0065690003
Tumor
0.0
CPT0009020003
Normal
0.0
CPT0086890003
Normal
0.0
CPT0092800003
Normal
0.0
CPT0092790003
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0069000003
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0064400001
Normal
-0.1
CPT0064370003
Tumor
-0.1
CPT0006630003
Tumor
-0.1
CPT0078840001
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0079000001
Normal
-0.1
CPT0071150004
Tumor
-0.1
CPT0009080003
Normal
-0.1
CPT0075720003
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0000790001
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0011240003
Tumor
-0.1
CPT0025610001
Normal
-0.1
CPT0078930003
Tumor
-0.1
CPT0075560003
Tumor
-0.1
CPT0006730001
Normal
-0.1
CPT0001350001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0088760003
Tumor
-0.1
CPT0023360001
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0025170003
Tumor
-0.1
CPT0087050003
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0026420001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0023690003
Tumor
-0.1
CPT0088640003
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0081990003
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0066520001
Normal
-0.1
CPT0079180003
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0079480003
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0063320003
Tumor
-0.1
CPT0025350003
Tumor
-0.1
CPT0078670001
Normal
-0.1
CPT0010170001
Normal
-0.2
CPT0065450001
Normal
-0.2
CPT0078530001
Normal
-0.2
CPT0066480003
Tumor
-0.2
CPT0086370003
Normal
-0.2
CPT0066470004
Tumor
-0.2
CPT0025290003
Tumor
-0.2
CPT0078660003
Tumor
-0.2
CPT0088900003
Tumor
-0.2
CPT0077490003
Tumor
-0.2
CPT0086030003
Tumor
-0.2
CPT0024680001
Normal
-0.2
CPT0092290003
Tumor
-0.2
CPT0077310003
Tumor
-0.3
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
