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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.
EIF3A 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
47.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
197.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
116.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
113.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
110.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
109.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
107.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
95.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
86.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
84.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
78.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
77.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
73.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
68.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
66.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
65.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
62.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
61.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
59.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
57.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
55.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
53.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
52.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
51.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
51.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
51.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
50.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
49.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
44.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
43.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
42.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
41.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
39.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
39.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
39.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
38.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
36.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
33.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
33.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
32.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
32.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
32.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
29.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
25.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
24.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
23.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
23.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
22.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
21.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
19.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
18.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
17.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
17.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
17.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
14.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
14.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
13.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
12.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
12.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
11.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
11.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
11.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
11.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
6.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EIF3A 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
48.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
124.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
121.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
112.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
108.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
102.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
101.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
99.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
99.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
97.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
97.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
97.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
97.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
97.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
96.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
96.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
95.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
95.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
93.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
92.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
92.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
92.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
91.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
90.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
90.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
89.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
89.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
87.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
86.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
86.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
86.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
84.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
84.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
84.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
84.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
84.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
83.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
83.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
82.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
82.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
82.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
82.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
81.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
81.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
80.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
80.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
79.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
79.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
79.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
79.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
78.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
78.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
78.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
78.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
78.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
77.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
77.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
77.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
76.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
76.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
76.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
76.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
76.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
76.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
76.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
75.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
75.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
75.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
75.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
75.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
75.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
75.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
75.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
74.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
74.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
74.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
74.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
74.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
74.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
74.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
74.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
74.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
73.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
73.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
73.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
73.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
72.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
72.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
72.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
72.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
71.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
71.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
71.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
70.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
70.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
70.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
70.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
70.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
70.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
70.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
70.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
70.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
70.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
70.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
69.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
69.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
69.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
69.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
68.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
68.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
68.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
68.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
68.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
68.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
68.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
68.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
67.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
67.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
67.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
67.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
67.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
67.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
67.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
67.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
67.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
66.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
66.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
66.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
66.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
66.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
65.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
65.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
65.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
65.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
65.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
65.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
65.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
65.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
64.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
64.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
64.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
64.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
64.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
64.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
64.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
63.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
63.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
63.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
63.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
63.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
63.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
63.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
63.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
63.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
63.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
63.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
63.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
63.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
62.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
62.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
62.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
61.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
61.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
61.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
61.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
60.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
60.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
60.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
60.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
60.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
60.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
60.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
59.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
59.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
59.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
59.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
59.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
58.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
58.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
58.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
58.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
58.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
58.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
58.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
58.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
58.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
58.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
58.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
58.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
58.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
57.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
57.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
57.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
57.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
56.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
56.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
56.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
56.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
56.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
56.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
56.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
56.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
56.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
56.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
55.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
55.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
55.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
55.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
55.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
55.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
54.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
54.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
54.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
54.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
54.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
54.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
54.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
54.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
54.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
54.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
53.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
53.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
53.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
53.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
53.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
52.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
52.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
52.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
52.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
52.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
52.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
52.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
52.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
52.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
52.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
52.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
52.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
51.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
51.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
51.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
51.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
51.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
51.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
51.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
51.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
51.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
50.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
50.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
50.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
50.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
50.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
50.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
50.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
49.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
49.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
49.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
49.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
49.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
49.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
49.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
49.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
49.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
49.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
49.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
48.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
48.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
48.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
48.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
48.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
48.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
48.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
47.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
47.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
47.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
47.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
47.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
47.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
47.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
47.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
47.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
47.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
46.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
46.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
46.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
46.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
46.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
46.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
46.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
45.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
45.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
45.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
45.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
44.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
44.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
44.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
44.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
44.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
44.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
44.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
44.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
44.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
44.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
44.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
43.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
43.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
43.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
43.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
43.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
43.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
42.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
42.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
42.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
42.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
42.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
41.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
41.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
41.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
41.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
41.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
41.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
41.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
41.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
41.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
41.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
41.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
41.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
41.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
40.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
40.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
40.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
40.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
39.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
39.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
39.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
38.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
38.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
38.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
38.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
38.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
38.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
38.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
38.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
37.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
37.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
36.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
36.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
36.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
36.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
36.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
36.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
36.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
36.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
36.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
35.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
35.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
35.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
35.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
35.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
34.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
34.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
34.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
34.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
34.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
34.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
34.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
34.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
34.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
33.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
33.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
33.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
33.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
32.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
32.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
32.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
32.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
32.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
32.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
32.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
31.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
31.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
31.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
31.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
31.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
30.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
30.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
30.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
30.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
30.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
29.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
29.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
29.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
29.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
29.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
29.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
29.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
28.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
28.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
28.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
28.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
28.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
28.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
27.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
27.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
27.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
27.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
27.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
27.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
27.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
27.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
26.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
26.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
26.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
26.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
26.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
26.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
26.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
26.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
25.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
25.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
24.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
24.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
24.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
24.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
24.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
24.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
24.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
24.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
23.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
23.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
23.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
23.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
23.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
23.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
22.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
22.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
22.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
22.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
21.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
21.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
21.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
21.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
21.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
21.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
20.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
20.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
20.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
20.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
20.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
19.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
19.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
19.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
19.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
19.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
19.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
18.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
18.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
18.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
18.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
18.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
18.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
17.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
17.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
17.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
17.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
17.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
16.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
16.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
15.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
15.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
15.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
15.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
15.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
15.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
14.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
14.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
14.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
14.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
13.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
13.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
13.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
13.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
13.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
13.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
12.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
12.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
12.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
12.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
12.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
12.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
12.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
12.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
12.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
12.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
12.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
11.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
11.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
11.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
10.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
10.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
10.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
10.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
10.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
9.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
9.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
9.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
9.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
9.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
9.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
9.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
9.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
9.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
8.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
8.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
8.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
7.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
7.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
6.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
6.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
6.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
5.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
5.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 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.
EIF3A 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
65.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
113.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
106.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
101.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
101.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
101.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
97.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
94.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
94.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
94.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
92.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
92.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
92.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
89.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
88.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
87.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
87.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
87.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
86.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
86.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
84.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
84.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
82.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
82.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
81.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
78.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
78.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
78.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
77.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
77.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
76.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
75.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
75.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
75.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
75.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
74.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
74.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
73.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
73.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
71.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
71.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
71.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
70.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
69.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
69.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
69.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
68.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
68.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
67.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
67.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
67.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
66.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
66.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
65.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
65.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
64.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
64.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
62.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
62.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
61.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
61.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
61.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
60.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
58.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
58.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
58.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
58.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
58.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
58.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
57.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
56.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
56.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
55.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
54.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
53.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
53.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
53.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
50.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
49.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
49.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
49.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
49.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
46.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
42.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
42.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
41.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
41.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
41.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
40.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
39.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
38.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
36.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
35.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
34.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
33.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
31.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
29.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
27.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
25.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
25.1
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.
EIF3A is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
54.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
185.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
179.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
179.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
168.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
155.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
150.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
142.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
141.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
140.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
137.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
132.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
130.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
128.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
124.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
122.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
119.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
117.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
115.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
115.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
111.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
110.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
110.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
109.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
108.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
106.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
106.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
104.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
104.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
104.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
103.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
103.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
100.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
99.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
99.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
96.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
95.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
93.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
91.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
91.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
90.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
90.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
89.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
89.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
89.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
87.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
87.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
86.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
83.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
83.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
83.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
83.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
82.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
82.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
82.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
82.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
79.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
79.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
78.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
77.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
77.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
77.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
77.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
76.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
76.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
76.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
75.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
74.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
74.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
73.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
73.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
73.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
72.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
72.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
71.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
71.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
70.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
70.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
70.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
70.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
70.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
70.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
70.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
70.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
70.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
70.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
69.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
68.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
68.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
68.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
66.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
66.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
66.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
66.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
66.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
66.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
66.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
65.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
63.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
62.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
62.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
61.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
61.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
61.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
60.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
59.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
59.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
58.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
58.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
57.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
57.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
57.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
57.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
57.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
57.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
56.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
56.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
56.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
56.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
55.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
55.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
55.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
55.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
55.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
55.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
54.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
54.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
54.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
53.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
53.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
53.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
53.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
53.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
52.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
51.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
51.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
51.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
51.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
50.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
50.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
49.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
49.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
49.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
48.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
48.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
47.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
47.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
47.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
47.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
46.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
46.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
46.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
46.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
45.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
44.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
43.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
43.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
43.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
43.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
43.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
43.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
43.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
43.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
43.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
42.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
42.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
42.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
42.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
42.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
41.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
41.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
41.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
40.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
40.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
40.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
40.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
40.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
40.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
39.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
39.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
39.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
38.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
37.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
37.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
37.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
37.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
37.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
37.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
36.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
35.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
35.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
35.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
34.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
34.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
34.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
33.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
33.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
32.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
32.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
32.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
32.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
32.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
31.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
31.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
31.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
30.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
30.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
29.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
29.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
29.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
28.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
28.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
28.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
27.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
26.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
26.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
26.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
25.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
25.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
25.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
25.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
25.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
24.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
24.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
24.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
24.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
23.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
22.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
22.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
21.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
21.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
21.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
20.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
20.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
20.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
19.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
19.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
18.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
18.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
18.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
17.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
17.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
16.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
16.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
16.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
16.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
16.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
15.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
14.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
14.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
14.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
13.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
13.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
13.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
13.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
13.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
12.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
12.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
12.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
12.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
12.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
12.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
11.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
11.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
11.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
11.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
11.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
10.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
10.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
10.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
10.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
10.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
9.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
9.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
9.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
8.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
8.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
7.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
7.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
7.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
7.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
6.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
4.3
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088550004
Tumor
0.6
CPT0001180009
Tumor
0.6
CPT0088970003
Tumor
0.6
CPT0001340003
Tumor
0.5
CPT0012180003
Tumor
0.4
CPT0023350003
Tumor
0.4
CPT0001260009
Tumor
0.4
CPT0088480003
Tumor
0.3
CPT0084560003
Tumor
0.3
CPT0026410003
Tumor
0.3
CPT0012550003
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0081880003
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0001540009
Tumor
0.3
CPT0010110003
Tumor
0.2
CPT0077320001
Normal
0.2
CPT0079410003
Tumor
0.2
CPT0078800003
Tumor
0.2
CPT0014450004
Tumor
0.2
CPT0015810003
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0002270011
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0076330003
Tumor
0.2
CPT0025880003
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0002350011
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0007320003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0014370004
Tumor
0.2
CPT0001220008
Tumor
0.1
CPT0077490003
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0078990003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0065870003
Tumor
0.1
CPT0001190001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0001230001
Normal
0.1
CPT0079300001
Normal
0.1
CPT0012280003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0092740003
Normal
0.1
CPT0092730003
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0075130003
Tumor
0.1
CPT0025580004
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0088630003
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0011410003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0000780007
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0071150004
Tumor
0.1
CPT0063640001
Normal
0.1
CPT0088900003
Tumor
0.1
CPT0006440003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0075720003
Tumor
0.1
CPT0088570001
Normal
0.1
CPT0010120001
Normal
0.1
CPT0086830003
Normal
0.1
CPT0079430001
Normal
0.1
CPT0088640003
Normal
0.1
CPT0001500009
Tumor
0.1
CPT0007870001
Normal
0.1
CPT0079510001
Normal
0.1
CPT0092800003
Normal
0.1
CPT0025350003
Tumor
0.1
CPT0001510001
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0077140001
Normal
0.0
CPT0014160003
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0076350001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0020130001
Normal
0.0
CPT0025060001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0078840001
Normal
0.0
CPT0014130001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0020120003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0089040001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0001350001
Normal
0.0
CPT0006630003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0087050003
Normal
0.0
CPT0075560003
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0012640003
Normal
0.0
CPT0092310003
Normal
0.0
CPT0025290003
Tumor
0.0
CPT0078660003
Tumor
0.0
CPT0081620001
Normal
0.0
CPT0089480003
Normal
0.0
CPT0021240003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0020020001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0015730003
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0025110003
Tumor
0.0
CPT0006950001
Normal
0.0
CPT0017450001
Normal
0.0
CPT0085670003
Tumor
0.0
CPT0079000001
Normal
0.0
CPT0023690003
Tumor
0.0
CPT0009060003
Tumor
0.0
CPT0023360001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0065450001
Normal
0.0
CPT0089460004
Tumor
0.0
CPT0088920001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0086970003
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0086030003
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0088780001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0012570003
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0025610001
Normal
0.0
CPT0009000003
Tumor
0.0
CPT0024670003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0079180003
Tumor
0.0
CPT0006900003
Tumor
0.0
CPT0019990003
Tumor
0.0
CPT0012770003
Normal
0.0
CPT0066430001
Normal
0.0
CPT0086950003
Tumor
0.0
CPT0024680001
Normal
0.0
CPT0025170003
Tumor
0.0
CPT0066470004
Tumor
0.0
CPT0012090003
Normal
0.0
CPT0092790003
Tumor
0.0
CPT0026420001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0069190001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0092290003
Tumor
-0.1
CPT0010170001
Normal
-0.1
CPT0012920003
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0069160003
Tumor
-0.1
CPT0065690003
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0063630003
Tumor
-0.1
CPT0017410003
Tumor
-0.1
CPT0025230003
Tumor
-0.1
CPT0009020003
Normal
-0.1
CPT0066480003
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0018250001
Normal
-0.1
CPT0011240003
Tumor
-0.1
CPT0078930003
Tumor
-0.1
CPT0000640003
Tumor
-0.1
CPT0081990003
Tumor
-0.2
CPT0007860003
Tumor
-0.2
CPT0078530001
Normal
-0.2
CPT0078830003
Tumor
-0.2
CPT0015910003
Tumor
-0.2
CPT0063320003
Tumor
-0.2
CPT0012670003
Tumor
-0.2
CPT0078510003
Tumor
-0.3
CPT0069000003
Tumor
-0.3
CPT0012900004
Tumor
-0.4
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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.