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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.
EIF4A3 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
26.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
73.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
70.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
58.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
56.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
49.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
44.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
40.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
39.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
39.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
37.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
36.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
35.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
34.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
33.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
32.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
31.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
31.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
30.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
29.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
28.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
28.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
28.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
28.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
27.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
26.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
26.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
25.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
25.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
24.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
24.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
24.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
24.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
24.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
23.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
23.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
22.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
21.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
21.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
21.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
21.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
20.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
20.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
20.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
20.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
19.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
19.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
18.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
17.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
17.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
16.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
16.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
16.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
15.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
15.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
15.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
14.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
13.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
12.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
11.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
11.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
6.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
5.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
5.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EIF4A3 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
48.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
120.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
119.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
108.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
105.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
97.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
96.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
96.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
94.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
91.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
90.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
90.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
89.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
88.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
88.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
87.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
85.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
85.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
84.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
84.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
83.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
83.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
83.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
82.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
82.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
81.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
79.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
78.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
78.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
77.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
77.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
76.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
76.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
76.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
75.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
74.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
74.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
74.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
73.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
73.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
73.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
73.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
73.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
73.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
72.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
72.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
72.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
71.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
71.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
71.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
71.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
71.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
71.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
71.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
70.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
70.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
69.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
69.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
69.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
69.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
68.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
68.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
68.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
68.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
68.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
67.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
67.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
67.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
67.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
67.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
67.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
66.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
66.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
66.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
66.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
66.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
66.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
66.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
66.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
65.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
65.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
65.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
65.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
65.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
65.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
65.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
65.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
64.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
64.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
64.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
64.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
64.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
64.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
64.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
64.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
63.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
63.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
63.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
63.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
63.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
63.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
62.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
62.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
62.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
62.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
62.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
62.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
62.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
62.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
62.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
62.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
61.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
61.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
61.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
61.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
61.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
61.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
61.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
61.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
61.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
61.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
61.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
61.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
60.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
60.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
60.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
60.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
60.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
60.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
59.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
59.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
59.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
59.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
59.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
59.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
58.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
58.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
58.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
58.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
58.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
58.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
58.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
58.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
58.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
58.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
58.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
58.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
58.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
58.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
57.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
57.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
57.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
57.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
57.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
57.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
57.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
57.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
57.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
56.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
56.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
56.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
56.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
56.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
56.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
56.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
56.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
56.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
56.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
56.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
56.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
56.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
55.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
55.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
55.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
55.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
55.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
55.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
55.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
55.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
55.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
55.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
55.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
55.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
55.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
55.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
55.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
54.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
54.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
54.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
54.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
54.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
54.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
54.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
54.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
54.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
54.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
54.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
54.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
54.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
53.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
53.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
53.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
53.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
53.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
53.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
53.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
53.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
53.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
53.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
53.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
53.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
52.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
52.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
52.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
52.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
52.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
52.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
52.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
52.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
52.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
52.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
52.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
52.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
52.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
52.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
52.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
52.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
52.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
52.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
51.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
51.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
51.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
51.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
51.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
51.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
51.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
51.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
51.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
51.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
51.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
50.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
50.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
50.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
50.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
50.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
50.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
50.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
50.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
50.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
50.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
50.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
50.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
50.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
49.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
49.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
49.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
49.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
49.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
49.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
49.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
49.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
49.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
49.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
49.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
49.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
48.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
48.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
48.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
48.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
48.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
48.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
48.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
48.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
48.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
48.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
48.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
48.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
48.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
47.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
47.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
47.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
47.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
47.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
47.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
47.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
47.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
47.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
47.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
47.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
47.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
47.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
47.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
47.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
47.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
46.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
46.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
46.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
46.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
46.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
46.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
46.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
46.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
46.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
45.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
45.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
45.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
45.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
45.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
45.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
45.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
45.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
45.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
45.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
45.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
45.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
45.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
45.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
44.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
44.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
44.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
44.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
44.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
44.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
44.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
44.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
44.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
44.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
44.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
44.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
43.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
43.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
43.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
43.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
43.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
42.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
42.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
42.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
42.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
42.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
42.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
42.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
42.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
42.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
42.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
42.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
42.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
42.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
42.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
42.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
42.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
41.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
41.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
41.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
41.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
41.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
41.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
41.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
41.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
41.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
41.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
41.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
41.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
40.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
40.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
40.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
40.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
40.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
40.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
40.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
40.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
40.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
40.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
40.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
40.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
40.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
39.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
39.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
39.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
39.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
39.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
39.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
39.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
38.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
38.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
38.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
38.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
38.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
37.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
37.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
37.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
37.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
37.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
37.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
37.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
37.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
37.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
37.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
37.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
37.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
37.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
37.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
36.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
36.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
36.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
35.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
35.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
35.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
35.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
35.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
35.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
35.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
35.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
35.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
34.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
34.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
34.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
33.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
33.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
33.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
33.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
33.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
33.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
33.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
33.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
32.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
32.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
32.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
32.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
32.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
31.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
31.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
31.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
31.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
31.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
30.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
30.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
30.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
29.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
29.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
29.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
28.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
28.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
28.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
28.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
28.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
28.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
28.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
27.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
27.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
27.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
27.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
27.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
27.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
27.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
25.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
25.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
25.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
25.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
25.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
25.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
24.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
23.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
23.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
23.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
23.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
22.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
22.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
22.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
22.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
22.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
21.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
21.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
21.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
21.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
21.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
21.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
21.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
21.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
21.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
21.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
21.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
20.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
20.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
20.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
20.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
19.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
19.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
19.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
19.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
19.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
19.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
19.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
19.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
19.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
18.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
18.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
17.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
17.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
17.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
17.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
17.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
16.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
16.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
15.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
14.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
14.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
13.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
13.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
12.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
11.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
11.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
10.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
10.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
9.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
8.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
8.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
8.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
7.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
7.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
5.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
4.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EIF4A3 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
54.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
103.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
98.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
78.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
76.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
75.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
74.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
73.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
73.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
72.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
69.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
69.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
68.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
68.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
67.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
67.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
67.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
66.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
66.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
66.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
65.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
65.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
65.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
65.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
64.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
64.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
64.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
64.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
63.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
63.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
62.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
61.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
60.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
60.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
60.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
59.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
59.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
58.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
57.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
57.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
57.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
56.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
55.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
55.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
55.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
54.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
54.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
53.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
53.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
53.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
53.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
53.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
53.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
52.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
52.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
52.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
52.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
52.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
52.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
51.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
51.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
51.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
51.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
50.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
50.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
50.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
50.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
49.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
49.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
48.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
48.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
47.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
46.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
46.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
45.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
45.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
45.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
45.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
44.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
44.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
44.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
43.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
43.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
42.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
40.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
39.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
39.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
37.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
36.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
35.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
34.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
34.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
34.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
34.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
33.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
31.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
29.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
28.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
28.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
25.5
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.
EIF4A3 is potential prognostic, high expression is unfavorable 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
56.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
195.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
136.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
127.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
120.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
119.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
119.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
117.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
115.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
114.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
113.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
112.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
112.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
111.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
111.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
111.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
108.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
108.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
104.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
104.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
102.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
97.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
96.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
94.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
93.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
93.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
92.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
92.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
91.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
91.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
90.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
90.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
89.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
89.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
88.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
86.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
85.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
85.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
84.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
84.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
84.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
83.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
83.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
83.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
81.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
81.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
81.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
81.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
81.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
80.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
79.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
78.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
78.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
78.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
78.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
78.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
77.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
77.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
77.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
76.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
76.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
75.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
75.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
75.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
74.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
74.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
74.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
73.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
73.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
73.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
72.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
72.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
72.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
72.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
71.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
71.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
71.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
71.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
70.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
69.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
69.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
69.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
68.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
67.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
67.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
66.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
66.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
66.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
66.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
65.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
65.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
65.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
64.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
64.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
64.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
64.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
64.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
64.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
64.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
63.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
63.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
63.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
63.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
63.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
62.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
62.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
62.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
62.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
61.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
61.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
61.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
61.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
61.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
60.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
60.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
60.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
60.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
60.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
60.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
60.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
60.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
59.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
59.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
59.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
59.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
59.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
58.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
58.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
57.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
57.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
57.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
57.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
57.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
55.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
55.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
55.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
54.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
54.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
54.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
54.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
54.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
53.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
53.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
53.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
53.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
53.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
53.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
52.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
52.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
52.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
51.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
51.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
51.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
51.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
51.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
51.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
51.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
51.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
51.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
50.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
50.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
50.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
50.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
49.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
49.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
49.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
49.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
48.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
48.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
48.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
47.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
47.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
47.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
47.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
47.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
47.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
46.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
46.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
45.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
45.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
45.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
45.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
45.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
45.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
44.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
44.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
44.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
44.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
43.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
43.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
43.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
43.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
43.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
43.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
43.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
43.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
42.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
42.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
42.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
41.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
41.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
41.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
41.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
40.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
40.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
40.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
40.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
39.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
39.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
39.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
39.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
39.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
38.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
38.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
37.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
37.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
36.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
36.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
36.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
35.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
35.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
35.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
35.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
35.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
34.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
34.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
34.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
34.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
33.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
33.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
33.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
33.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
32.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
31.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
31.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
31.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
30.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
30.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
29.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
28.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
28.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
28.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
27.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
27.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
27.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
26.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
25.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
25.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
25.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
24.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
24.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
24.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
24.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
24.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
23.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
23.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
23.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
21.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
21.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
21.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
20.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
19.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
19.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
19.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
17.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
16.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
16.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
14.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
13.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
12.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
12.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
11.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
11.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
10.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
9.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
8.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
8.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
8.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
6.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
5.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0077110003
Tumor
0.6
CPT0012180003
Tumor
0.5
CPT0017850003
Tumor
0.5
CPT0001340003
Tumor
0.5
CPT0026410003
Tumor
0.4
CPT0017410003
Tumor
0.4
CPT0077320001
Normal
0.4
CPT0078990003
Tumor
0.4
CPT0001260009
Tumor
0.4
CPT0069160003
Tumor
0.4
CPT0092190003
Normal
0.4
CPT0084590001
Normal
0.3
CPT0014450004
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0079300001
Normal
0.3
CPT0001180009
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0024670003
Tumor
0.3
CPT0075170001
Normal
0.3
CPT0001270001
Normal
0.3
CPT0025580004
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0086870003
Tumor
0.3
CPT0088550004
Tumor
0.3
CPT0081990003
Tumor
0.3
CPT0088630003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0012640003
Normal
0.2
CPT0024680001
Normal
0.2
CPT0075720003
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0086950003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0084560003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0001230001
Normal
0.2
CPT0001540009
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0063630003
Tumor
0.2
CPT0078510003
Tumor
0.2
CPT0071150004
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0079510001
Normal
0.1
CPT0023350003
Tumor
0.1
CPT0021240003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0081880003
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0012670003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0088760003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0012550003
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0075560003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0065810003
Tumor
0.1
CPT0076330003
Tumor
0.1
CPT0077310003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0025290003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0077490003
Tumor
0.1
CPT0014130001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0009020003
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0015910003
Tumor
0.1
CPT0009000003
Tumor
0.1
CPT0092740003
Normal
0.1
CPT0017450001
Normal
0.1
CPT0001550001
Normal
0.1
CPT0092290003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0064400001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0012900004
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0007870001
Normal
0.1
CPT0086370003
Normal
0.0
CPT0065870003
Tumor
0.0
CPT0001220008
Tumor
0.0
CPT0006630003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0078930003
Tumor
0.0
CPT0006900003
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0088480003
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0000780007
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0092730003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0065690003
Tumor
0.0
CPT0002350011
Tumor
0.0
CPT0011410003
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0015730003
Tumor
0.0
CPT0006730001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0010160003
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0092310003
Normal
0.0
CPT0069010001
Normal
0.0
CPT0092790003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0025610001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0089480003
Normal
0.0
CPT0014350001
Normal
0.0
CPT0088900003
Tumor
0.0
CPT0012570003
Normal
0.0
CPT0079430001
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0012770003
Normal
0.0
CPT0086830003
Normal
0.0
CPT0076350001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0078800003
Tumor
0.0
CPT0089460004
Tumor
0.0
CPT0007860003
Tumor
0.0
CPT0012090003
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0019990003
Tumor
0.0
CPT0065450001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0086970003
Normal
0.0
CPT0088920001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0092800003
Normal
0.0
CPT0065750003
Tumor
-0.1
CPT0007320003
Tumor
-0.1
CPT0066430001
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0000640003
Tumor
-0.1
CPT0088500001
Normal
-0.1
CPT0063320003
Tumor
-0.1
CPT0001350001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0020120003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0079180003
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0026420001
Normal
-0.1
CPT0064370003
Tumor
-0.2
CPT0077140001
Normal
-0.2
CPT0002270011
Tumor
-0.2
CPT0078660003
Tumor
-0.2
CPT0001500009
Tumor
-0.3
CPT0078530001
Normal
-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
