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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.
EIF4G1 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
74.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
205.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
190.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
176.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
173.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
170.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
163.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
155.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
137.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
137.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
131.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
130.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
120.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
110.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
105.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
98.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
98.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
96.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
93.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
90.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
87.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
86.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
81.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
79.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
77.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
76.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
76.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
76.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
74.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
74.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
67.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
66.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
56.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
56.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
56.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
54.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
54.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
53.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
53.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
50.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
49.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
49.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
47.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
46.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
46.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
45.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
41.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
40.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
40.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
38.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
37.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
36.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
33.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
32.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
30.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
28.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
25.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
25.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
22.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
21.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
18.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
17.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
9.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
9.4
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.
EIF4G1 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
55.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
183.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
152.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
146.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
139.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
122.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
122.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
121.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
117.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
116.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
113.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
111.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
110.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
109.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
109.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
108.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
107.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
107.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
107.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
106.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
106.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
105.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
105.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
104.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
103.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
103.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
102.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
102.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
101.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
101.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
100.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
100.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
100.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
99.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
99.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
99.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
99.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
99.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
98.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
98.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
97.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
97.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
97.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
97.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
96.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
95.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
95.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
92.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
92.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
91.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
90.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
90.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
90.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
90.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
89.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
89.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
89.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
89.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
88.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
88.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
88.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
87.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
87.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
87.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
87.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
87.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
87.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
86.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
86.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
86.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
86.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
86.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
86.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
85.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
85.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
84.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
84.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
84.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
84.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
84.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
83.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
83.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
82.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
82.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
82.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
82.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
82.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
82.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
81.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
81.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
81.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
81.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
80.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
80.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
80.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
79.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
79.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
79.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
79.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
78.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
78.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
78.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
78.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
78.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
78.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
78.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
78.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
78.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
77.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
77.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
77.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
77.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
77.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
76.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
76.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
76.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
76.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
76.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
76.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
76.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
75.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
75.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
75.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
75.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
75.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
75.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
75.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
74.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
74.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
73.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
73.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
73.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
73.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
73.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
72.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
72.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
71.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
71.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
71.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
71.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
70.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
70.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
70.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
70.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
70.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
70.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
70.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
70.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
70.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
69.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
69.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
69.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
69.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
69.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
69.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
69.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
68.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
68.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
68.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
68.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
68.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
68.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
68.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
68.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
67.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
67.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
67.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
66.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
66.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
66.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
66.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
66.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
65.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
65.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
65.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
65.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
65.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
65.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
65.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
65.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
64.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
64.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
64.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
64.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
64.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
64.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
64.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
64.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
63.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
63.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
62.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
62.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
62.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
62.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
62.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
62.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
62.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
61.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
61.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
61.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
61.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
61.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
61.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
61.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
61.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
60.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
60.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
60.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
60.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
60.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
60.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
59.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
59.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
59.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
59.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
59.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
59.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
59.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
59.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
59.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
59.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
58.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
58.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
58.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
58.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
58.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
58.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
58.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
58.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
58.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
57.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
57.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
57.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
57.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
57.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
57.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
57.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
57.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
57.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
56.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
56.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
56.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
56.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
56.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
55.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
55.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
55.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
55.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
55.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
55.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
55.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
55.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
55.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
55.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
55.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
54.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
54.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
54.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
54.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
54.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
54.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
54.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
54.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
54.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
54.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
53.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
53.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
53.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
53.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
53.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
53.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
53.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
53.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
53.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
53.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
53.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
53.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
52.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
52.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
52.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
52.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
52.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
52.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
52.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
52.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
52.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
52.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
51.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
51.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
51.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
51.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
51.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
50.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
50.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
49.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
49.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
49.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
49.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
49.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
48.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
48.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
48.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
48.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
48.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
48.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
48.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
48.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
47.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
47.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
47.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
47.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
47.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
47.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
46.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
46.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
46.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
46.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
45.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
45.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
45.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
45.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
45.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
45.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
45.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
45.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
45.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
44.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
44.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
44.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
44.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
44.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
43.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
43.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
43.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
43.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
43.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
43.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
43.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
42.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
42.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
42.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
42.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
42.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
42.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
41.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
41.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
41.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
41.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
41.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
41.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
41.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
41.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
41.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
40.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
40.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
40.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
39.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
39.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
39.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
39.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
39.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
39.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
39.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
39.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
38.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
38.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
38.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
38.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
38.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
38.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
37.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
37.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
37.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
37.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
37.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
37.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
37.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
37.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
37.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
37.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
37.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
37.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
37.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
37.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
36.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
36.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
35.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
35.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
35.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
35.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
35.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
35.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
35.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
35.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
35.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
35.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
35.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
35.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
34.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
34.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
34.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
33.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
33.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
33.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
33.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
33.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
33.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
33.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
32.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
32.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
32.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
32.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
32.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
32.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
31.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
31.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
31.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
30.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
30.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
29.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
29.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
29.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
29.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
29.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
28.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
28.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
28.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
28.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
27.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
27.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
27.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
26.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
26.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
26.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
26.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
26.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
26.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
26.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
26.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
26.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
25.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
25.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
25.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
25.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
25.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
25.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
24.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
24.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
24.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
23.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
23.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
23.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
23.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
22.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
21.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
21.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
21.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
21.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
21.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
21.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
20.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
20.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
20.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
19.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
19.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
19.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
19.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
19.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
19.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
19.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
19.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
18.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
18.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
18.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
18.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
17.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
17.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
17.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
17.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
16.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
16.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
15.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
15.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
15.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
13.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
13.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
12.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
12.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
12.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
11.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
11.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
11.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
11.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
11.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
10.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
10.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
10.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
10.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
10.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
9.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
9.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
8.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
8.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
8.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
8.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
8.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
7.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
7.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
6.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
6.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
6.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
6.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
5.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
4.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
3.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
3.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
3.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EIF4G1 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
74.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
141.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
139.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
133.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
131.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
131.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
118.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
118.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
115.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
110.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
107.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
106.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
105.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
103.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
99.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
99.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
99.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
96.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
95.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
94.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
92.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
92.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
90.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
89.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
89.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
88.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
87.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
86.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
86.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
85.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
85.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
85.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
85.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
84.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
83.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
83.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
82.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
82.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
82.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
81.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
80.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
79.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
79.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
79.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
78.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
78.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
78.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
78.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
77.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
77.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
77.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
77.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
77.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
76.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
75.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
74.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
74.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
73.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
73.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
72.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
71.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
69.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
67.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
67.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
65.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
65.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
64.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
63.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
63.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
63.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
62.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
59.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
58.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
58.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
57.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
57.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
56.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
56.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
56.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
55.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
53.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
53.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
52.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
51.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
48.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
47.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
45.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
44.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
44.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
43.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
41.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
40.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
39.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
38.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
32.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
32.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
25.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
24.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
23.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
17.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 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.
EIF4G1 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
67.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
298.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
294.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
284.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
256.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
218.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
177.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
174.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
169.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
167.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
166.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
163.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
158.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
155.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
154.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
154.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
151.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
151.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
149.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
146.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
143.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
139.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
135.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
132.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
129.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
127.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
124.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
124.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
124.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
124.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
123.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
121.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
120.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
118.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
118.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
118.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
115.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
114.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
114.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
112.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
111.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
110.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
110.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
109.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
109.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
109.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
108.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
107.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
104.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
104.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
102.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
101.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
101.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
99.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
99.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
99.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
98.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
98.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
96.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
95.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
95.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
95.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
93.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
93.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
92.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
92.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
92.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
92.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
91.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
90.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
90.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
90.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
90.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
90.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
89.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
89.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
89.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
88.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
88.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
87.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
86.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
85.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
84.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
84.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
83.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
83.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
82.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
82.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
82.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
81.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
81.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
80.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
80.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
80.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
80.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
79.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
79.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
79.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
79.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
78.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
78.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
77.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
77.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
77.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
76.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
76.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
76.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
75.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
75.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
75.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
74.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
74.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
74.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
74.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
73.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
72.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
72.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
72.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
72.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
72.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
71.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
71.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
71.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
70.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
69.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
68.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
68.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
66.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
66.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
66.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
65.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
65.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
65.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
64.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
64.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
63.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
63.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
63.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
61.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
60.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
60.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
59.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
59.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
58.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
58.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
58.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
58.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
58.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
58.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
57.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
57.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
57.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
57.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
57.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
56.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
56.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
55.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
55.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
54.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
54.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
54.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
54.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
54.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
53.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
53.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
53.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
53.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
53.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
52.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
52.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
51.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
51.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
50.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
50.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
50.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
50.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
50.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
49.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
48.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
48.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
48.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
46.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
45.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
45.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
45.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
44.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
44.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
43.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
42.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
42.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
41.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
41.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
41.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
41.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
40.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
40.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
40.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
40.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
39.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
38.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
38.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
37.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
36.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
36.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
35.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
34.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
33.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
33.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
33.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
32.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
32.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
32.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
31.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
30.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
29.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
27.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
27.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
27.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
27.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
27.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
27.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
26.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
26.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
26.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
26.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
26.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
24.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
24.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
23.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
23.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
22.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
21.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
21.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
21.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
20.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
20.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
19.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
19.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
18.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
18.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
18.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
17.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
17.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
17.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
17.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
16.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
16.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
16.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
15.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
14.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
14.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
14.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
14.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
13.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
12.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
12.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
9.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
9.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
9.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
9.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
9.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
8.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
7.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
7.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
7.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
7.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
6.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
6.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
6.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
6.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
6.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
6.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
5.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
5.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
4.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
4.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
3.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
3.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
3.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
1.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078800003
Tumor
0.7
CPT0001180009
Tumor
0.7
CPT0023350003
Tumor
0.6
CPT0001340003
Tumor
0.5
CPT0011410003
Tumor
0.5
CPT0088480003
Tumor
0.5
CPT0012180003
Tumor
0.5
CPT0012280003
Tumor
0.5
CPT0088690003
Tumor
0.4
CPT0002270011
Tumor
0.4
CPT0079180003
Tumor
0.3
CPT0081880003
Tumor
0.3
CPT0012550003
Tumor
0.3
CPT0076330003
Tumor
0.3
CPT0015730003
Tumor
0.3
CPT0001260009
Tumor
0.3
CPT0075130003
Tumor
0.3
CPT0088550004
Tumor
0.3
CPT0084560003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0078660003
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0001190001
Normal
0.2
CPT0086820003
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0026410003
Tumor
0.2
CPT0088970003
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0025060001
Normal
0.2
CPT0024670003
Tumor
0.2
CPT0017450001
Normal
0.2
CPT0017850003
Tumor
0.2
CPT0092800003
Normal
0.1
CPT0092310003
Normal
0.1
CPT0088920001
Normal
0.1
CPT0092740003
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0001500009
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0064400001
Normal
0.1
CPT0001270001
Normal
0.1
CPT0065430003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0063640001
Normal
0.1
CPT0065450001
Normal
0.1
CPT0079430001
Normal
0.1
CPT0078840001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0071150004
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0001350001
Normal
0.1
CPT0088780001
Normal
0.1
CPT0077490003
Tumor
0.1
CPT0000890001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0089480003
Normal
0.1
CPT0086890003
Normal
0.1
CPT0010170001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0014370004
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0009080003
Normal
0.1
CPT0086970003
Normal
0.1
CPT0066430001
Normal
0.1
CPT0014350001
Normal
0.0
CPT0078530001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0012090003
Normal
0.0
CPT0000790001
Normal
0.0
CPT0026420001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0087050003
Normal
0.0
CPT0002350011
Tumor
0.0
CPT0012080003
Tumor
0.0
CPT0088630003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0006530001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0075170001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0065870003
Tumor
0.0
CPT0086030003
Tumor
0.0
CPT0025580004
Tumor
0.0
CPT0081620001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0077140001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0086370003
Normal
0.0
CPT0077320001
Normal
0.0
CPT0092190003
Normal
0.0
CPT0078670001
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0088710001
Normal
0.0
CPT0000870016
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0082010001
Normal
0.0
CPT0025290003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0006630003
Tumor
0.0
CPT0012770003
Normal
0.0
CPT0088640003
Normal
0.0
CPT0012920003
Normal
0.0
CPT0002370001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0079000001
Normal
0.0
CPT0025610001
Normal
0.0
CPT0063630003
Tumor
0.0
CPT0001220008
Tumor
0.0
CPT0086870003
Tumor
0.0
CPT0024680001
Normal
0.0
CPT0089460004
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0075560003
Tumor
0.0
CPT0081600003
Tumor
0.0
CPT0025170003
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0001550001
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0009000003
Tumor
-0.1
CPT0025920001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0069160003
Tumor
-0.1
CPT0010120001
Normal
-0.1
CPT0092730003
Tumor
-0.1
CPT0021240003
Tumor
-0.1
CPT0009020003
Normal
-0.1
CPT0077310003
Tumor
-0.1
CPT0020130001
Normal
-0.1
CPT0011240003
Tumor
-0.1
CPT0012640003
Normal
-0.1
CPT0081990003
Tumor
-0.1
CPT0075720003
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0009060003
Tumor
-0.1
CPT0014160003
Tumor
-0.1
CPT0069010001
Normal
-0.1
CPT0078510003
Tumor
-0.1
CPT0079300001
Normal
-0.1
CPT0025110003
Tumor
-0.1
CPT0001510001
Normal
-0.1
CPT0066470004
Tumor
-0.1
CPT0085670003
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0079510001
Normal
-0.1
CPT0079270003
Tumor
-0.1
CPT0079380003
Tumor
-0.1
CPT0078990003
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0010160003
Tumor
-0.1
CPT0000780007
Tumor
-0.1
CPT0019990003
Tumor
-0.2
CPT0079230003
Tumor
-0.2
CPT0065690003
Tumor
-0.2
CPT0092290003
Tumor
-0.2
CPT0066480003
Tumor
-0.2
CPT0025350003
Tumor
-0.2
CPT0088760003
Tumor
-0.2
CPT0014450004
Tumor
-0.2
CPT0086950003
Tumor
-0.2
CPT0063320003
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0019130003
Tumor
-0.2
CPT0065930003
Tumor
-0.2
CPT0017410003
Tumor
-0.2
CPT0000640003
Tumor
-0.2
CPT0078930003
Tumor
-0.3
CPT0007860003
Tumor
-0.3
CPT0015910003
Tumor
-0.3
CPT0092160003
Tumor
-0.3
CPT0023690003
Tumor
-0.3
CPT0088900003
Tumor
-0.3
CPT0069000003
Tumor
-0.3
CPT0064370003
Tumor
-0.3
CPT0092790003
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.
The Human Protein Atlas project is funded
