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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.
G3BP2 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
41.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
96.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
86.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
81.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
78.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
76.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
71.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
70.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
70.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
70.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
66.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
65.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
58.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
58.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
57.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
57.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
55.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
53.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
53.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
52.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
52.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
51.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
51.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
51.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
50.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
47.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
45.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
44.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
42.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
42.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
40.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
39.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
37.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
36.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
35.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
34.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
33.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
33.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
33.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
31.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
30.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
29.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
28.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
28.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
28.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
25.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
24.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
24.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
23.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
23.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
23.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
22.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
22.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
21.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
21.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
20.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
19.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
18.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
16.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
16.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
16.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
11.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
10.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
9.6
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.
G3BP2 is validated 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
42.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
163.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
124.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
121.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
115.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
112.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
103.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
102.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
101.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
94.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
93.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
89.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
88.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
88.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
87.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
86.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
85.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
85.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
84.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
84.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
83.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
83.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
83.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
82.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
82.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
81.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
81.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
81.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
80.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
80.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
78.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
77.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
77.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
76.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
76.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
75.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
75.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
75.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
74.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
74.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
74.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
74.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
74.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
74.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
74.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
73.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
72.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
72.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
72.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
72.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
72.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
71.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
71.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
70.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
70.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
70.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
69.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
69.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
69.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
69.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
69.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
69.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
68.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
68.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
68.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
68.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
68.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
68.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
67.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
67.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
67.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
67.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
67.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
67.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
67.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
67.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
66.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
66.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
66.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
66.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
66.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
65.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
65.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
65.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
65.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
65.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
65.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
65.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
65.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
64.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
64.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
63.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
62.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
62.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
62.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
62.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
61.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
61.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
61.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
61.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
61.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
61.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
61.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
61.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
60.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
60.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
60.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
60.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
59.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
59.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
59.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
59.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
59.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
59.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
59.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
58.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
58.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
58.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
58.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
58.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
58.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
58.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
58.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
58.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
57.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
57.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
57.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
57.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
57.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
57.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
57.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
56.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
56.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
56.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
56.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
56.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
56.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
56.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
56.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
56.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
56.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
55.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
55.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
55.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
55.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
55.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
55.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
54.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
54.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
53.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
53.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
53.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
53.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
53.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
53.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
53.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
52.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
52.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
52.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
52.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
52.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
52.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
52.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
52.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
52.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
52.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
52.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
52.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
52.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
52.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
52.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
51.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
51.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
51.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
51.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
51.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
51.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
51.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
51.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
51.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
50.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
50.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
50.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
50.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
50.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
50.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
50.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
50.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
50.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
50.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
50.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
50.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
49.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
49.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
49.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
49.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
49.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
49.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
49.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
49.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
48.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
48.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
48.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
48.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
48.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
48.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
47.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
47.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
46.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
46.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
45.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
45.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
45.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
45.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
45.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
45.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
45.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
45.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
45.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
45.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
45.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
44.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
44.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
44.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
44.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
44.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
44.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
44.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
44.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
44.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
44.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
44.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
43.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
43.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
43.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
43.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
43.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
43.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
43.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
43.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
43.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
43.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
42.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
42.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
42.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
42.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
42.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
42.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
42.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
42.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
42.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
42.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
42.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
42.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
42.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
42.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
42.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
41.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
41.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
41.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
41.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
41.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
41.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
41.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
41.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
41.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
41.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
41.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
41.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
40.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
40.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
40.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
39.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
39.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
39.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
39.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
39.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
39.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
38.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
38.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
38.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
38.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
38.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
38.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
38.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
38.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
37.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
37.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
37.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
37.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
37.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
37.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
37.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
36.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
36.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
36.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
36.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
36.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
36.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
35.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
35.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
35.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
35.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
35.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
35.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
35.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
35.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
35.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
35.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
35.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
35.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
35.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
35.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
35.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
35.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
34.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
34.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
34.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
34.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
34.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
34.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
34.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
34.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
34.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
34.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
33.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
33.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
33.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
33.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
33.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
33.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
33.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
32.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
32.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
32.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
32.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
32.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
32.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
32.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
32.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
32.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
32.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
31.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
31.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
31.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
31.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
31.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
31.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
31.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
31.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
31.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
31.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
31.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
31.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
30.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
30.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
30.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
30.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
30.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
29.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
29.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
29.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
29.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
29.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
29.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
29.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
29.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
29.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
28.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
28.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
28.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
28.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
28.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
27.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
27.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
27.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
27.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
27.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
27.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
27.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
27.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
27.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
26.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
26.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
26.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
26.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
26.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
26.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
26.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
26.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
26.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
26.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
25.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
25.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
25.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
25.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
25.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
25.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
25.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
25.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
24.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
24.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
24.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
24.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
24.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
24.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
23.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
23.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
23.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
23.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
23.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
22.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
22.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
22.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
22.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
22.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
21.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
21.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
21.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
21.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
21.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
21.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
21.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
21.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
21.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
21.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
20.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
20.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
20.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
20.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
20.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
20.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
19.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
19.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
19.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
19.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
19.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
19.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
18.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
18.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
18.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
18.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
18.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
18.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
18.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
18.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
18.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
17.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
17.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
17.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
17.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
17.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
17.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
17.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
17.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
17.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
17.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
17.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
17.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
16.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
16.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
16.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
16.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
16.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
15.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
15.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
14.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
14.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
14.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
14.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
14.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
14.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
14.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
14.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
13.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
13.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
13.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
13.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
13.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
13.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
13.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
13.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
13.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
12.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
12.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
12.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
12.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
12.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
12.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
11.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
11.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
11.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
11.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
11.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
10.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
10.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
10.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
10.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
10.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
9.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
9.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
9.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
9.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
8.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
8.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
8.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
8.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
7.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
7.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
7.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
7.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
6.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
6.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
6.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
6.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
6.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
5.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 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.
G3BP2 is validated prognostic, high expression is favorable 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
55.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
112.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
102.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
98.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
89.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
89.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
88.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
84.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
84.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
84.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
83.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
82.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
82.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
81.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
81.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
78.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
78.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
77.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
77.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
77.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
75.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
74.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
74.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
74.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
73.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
73.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
71.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
71.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
71.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
69.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
67.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
67.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
65.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
64.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
63.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
63.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
63.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
63.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
61.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
60.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
60.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
58.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
57.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
57.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
56.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
56.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
56.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
56.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
55.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
55.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
55.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
54.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
54.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
52.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
52.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
51.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
51.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
50.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
50.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
50.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
50.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
49.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
49.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
49.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
48.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
48.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
47.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
47.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
47.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
45.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
45.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
44.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
44.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
44.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
43.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
42.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
40.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
40.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
38.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
38.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
36.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
36.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
36.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
35.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
34.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
33.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
33.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
32.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
32.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
31.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
30.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
29.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
23.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
22.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
21.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
19.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
16.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
16.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
15.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 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.
G3BP2 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
33.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
131.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
130.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
90.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
90.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
83.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
79.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
79.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
78.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
77.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
74.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
73.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
73.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
72.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
72.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
72.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
71.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
71.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
68.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
67.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
65.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
64.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
64.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
64.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
62.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
62.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
61.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
61.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
61.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
61.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
59.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
59.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
58.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
58.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
58.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
57.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
57.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
55.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
55.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
54.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
54.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
54.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
53.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
53.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
52.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
52.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
52.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
52.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
51.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
50.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
50.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
50.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
50.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
49.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
49.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
49.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
49.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
49.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
49.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
47.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
47.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
47.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
47.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
47.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
47.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
47.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
46.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
46.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
46.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
46.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
45.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
45.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
45.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
44.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
44.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
44.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
44.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
43.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
43.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
43.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
43.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
42.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
42.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
42.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
42.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
42.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
42.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
42.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
41.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
41.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
41.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
41.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
40.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
40.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
40.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
40.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
40.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
39.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
39.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
39.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
39.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
38.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
38.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
37.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
37.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
37.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
37.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
37.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
36.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
36.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
36.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
36.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
36.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
36.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
35.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
35.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
35.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
35.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
35.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
35.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
34.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
34.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
34.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
34.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
34.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
34.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
33.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
33.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
33.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
32.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
32.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
31.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
31.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
31.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
31.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
31.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
31.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
31.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
31.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
30.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
30.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
30.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
30.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
30.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
30.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
30.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
29.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
29.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
28.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
28.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
27.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
27.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
27.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
27.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
27.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
27.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
26.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
26.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
26.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
26.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
26.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
26.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
25.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
25.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
25.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
25.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
24.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
24.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
24.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
24.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
24.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
24.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
24.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
24.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
24.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
24.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
24.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
23.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
23.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
23.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
23.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
23.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
23.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
23.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
22.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
22.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
22.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
22.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
22.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
22.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
22.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
22.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
21.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
21.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
21.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
21.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
21.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
21.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
21.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
21.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
20.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
20.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
20.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
20.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
20.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
20.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
20.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
19.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
19.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
19.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
19.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
19.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
19.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
18.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
18.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
18.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
18.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
18.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
18.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
18.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
18.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
17.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
17.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
17.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
17.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
16.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
16.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
16.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
16.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
16.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
16.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
16.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
15.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
15.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
14.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
13.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
13.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
13.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
13.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
12.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
12.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
12.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
12.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
12.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
12.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
12.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
12.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
12.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
12.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
11.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
11.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
11.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
11.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
11.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
11.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
11.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
11.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
11.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
11.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
10.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
9.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
9.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
9.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
9.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
9.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
9.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
9.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
8.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
8.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
8.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
8.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
8.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
8.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
7.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
7.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
7.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
7.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
6.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
6.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
6.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
3.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
3.6
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078800003
Tumor
0.7
CPT0079180003
Tumor
0.6
CPT0078660003
Tumor
0.5
CPT0001500009
Tumor
0.4
CPT0002270011
Tumor
0.4
CPT0071150004
Tumor
0.3
CPT0007320003
Tumor
0.3
CPT0066430001
Normal
0.3
CPT0017850003
Tumor
0.3
CPT0088480003
Tumor
0.3
CPT0020120003
Tumor
0.3
CPT0092800003
Normal
0.3
CPT0076330003
Tumor
0.3
CPT0012180003
Tumor
0.3
CPT0011410003
Tumor
0.3
CPT0084560003
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0012550003
Tumor
0.2
CPT0025610001
Normal
0.2
CPT0065430003
Tumor
0.2
CPT0078840001
Normal
0.2
CPT0078530001
Normal
0.2
CPT0064400001
Normal
0.2
CPT0076350001
Normal
0.2
CPT0015810003
Tumor
0.2
CPT0001350001
Normal
0.2
CPT0079430001
Normal
0.2
CPT0079410003
Tumor
0.2
CPT0092740003
Normal
0.2
CPT0075170001
Normal
0.2
CPT0006950001
Normal
0.2
CPT0088920001
Normal
0.2
CPT0086820003
Tumor
0.2
CPT0086830003
Normal
0.2
CPT0023710001
Normal
0.2
CPT0086370003
Normal
0.2
CPT0017450001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0092310003
Normal
0.1
CPT0088780001
Normal
0.1
CPT0092190003
Normal
0.1
CPT0025060001
Normal
0.1
CPT0081880003
Tumor
0.1
CPT0015730003
Tumor
0.1
CPT0020130001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0084590001
Normal
0.1
CPT0006730001
Normal
0.1
CPT0000790001
Normal
0.1
CPT0007470001
Normal
0.1
CPT0087050003
Normal
0.1
CPT0088970003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0014130001
Normal
0.1
CPT0086970003
Normal
0.1
CPT0065870003
Tumor
0.1
CPT0086890003
Normal
0.1
CPT0023360001
Normal
0.1
CPT0063320003
Tumor
0.1
CPT0077140001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0024680001
Normal
0.1
CPT0020020001
Normal
0.1
CPT0012280003
Tumor
0.1
CPT0065450001
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0010170001
Normal
0.1
CPT0089480003
Normal
0.1
CPT0078940001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0089040001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0063640001
Normal
0.1
CPT0018250001
Normal
0.1
CPT0081620001
Normal
0.1
CPT0014470001
Normal
0.1
CPT0081990003
Tumor
0.1
CPT0001190001
Normal
0.1
CPT0009080003
Normal
0.1
CPT0078670001
Normal
0.1
CPT0088710001
Normal
0.1
CPT0007870001
Normal
0.1
CPT0001270001
Normal
0.1
CPT0012090003
Normal
0.1
CPT0078830003
Tumor
0.1
CPT0088640003
Normal
0.1
CPT0026420001
Normal
0.1
CPT0086360003
Tumor
0.1
CPT0014350001
Normal
0.1
CPT0002370001
Normal
0.1
CPT0077500001
Normal
0.1
CPT0087040003
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0010120001
Normal
0.1
CPT0025580004
Tumor
0.1
CPT0009060003
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0015910003
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0012570003
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0079300001
Normal
0.0
CPT0082010001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0006440003
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0001540009
Tumor
0.0
CPT0079000001
Normal
0.0
CPT0012770003
Normal
0.0
CPT0014370004
Tumor
0.0
CPT0063630003
Tumor
0.0
CPT0088550004
Tumor
0.0
CPT0086950003
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0017410003
Tumor
0.0
CPT0075560003
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0089460004
Tumor
0.0
CPT0092790003
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0007860003
Tumor
0.0
CPT0023350003
Tumor
0.0
CPT0086030003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0066470004
Tumor
0.0
CPT0075130003
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0085670003
Tumor
-0.1
CPT0012920003
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0009000003
Tumor
-0.1
CPT0010160003
Tumor
-0.1
CPT0075720003
Tumor
-0.1
CPT0001180009
Tumor
-0.1
CPT0000870016
Tumor
-0.1
CPT0092730003
Tumor
-0.1
CPT0077320001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0000780007
Tumor
-0.1
CPT0001260009
Tumor
-0.1
CPT0025880003
Tumor
-0.1
CPT0012640003
Normal
-0.1
CPT0006630003
Tumor
-0.1
CPT0012900004
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0026410003
Tumor
-0.1
CPT0077110003
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0088760003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0078930003
Tumor
-0.1
CPT0001340003
Tumor
-0.1
CPT0009020003
Normal
-0.1
CPT0081600003
Tumor
-0.1
CPT0078990003
Tumor
-0.1
CPT0011240003
Tumor
-0.2
CPT0088900003
Tumor
-0.2
CPT0012670003
Tumor
-0.2
CPT0079230003
Tumor
-0.2
CPT0088630003
Tumor
-0.2
CPT0025050003
Tumor
-0.2
CPT0069000003
Tumor
-0.2
CPT0023690003
Tumor
-0.2
CPT0014160003
Tumor
-0.2
CPT0092290003
Tumor
-0.2
CPT0014450004
Tumor
-0.2
CPT0025350003
Tumor
-0.2
CPT0079480003
Tumor
-0.2
CPT0086870003
Tumor
-0.2
CPT0065930003
Tumor
-0.2
CPT0012080003
Tumor
-0.2
CPT0077490003
Tumor
-0.2
CPT0025230003
Tumor
-0.3
CPT0025110003
Tumor
-0.3
CPT0069160003
Tumor
-0.3
CPT0019990003
Tumor
-0.3
CPT0021240003
Tumor
-0.3
CPT0078510003
Tumor
-0.4
CPT0025290003
Tumor
-0.4
CPT0002350011
Tumor
-0.4
CPT0024670003
Tumor
-0.5
CPT0000640003
Tumor
-0.5
CPT0065690003
Tumor
-0.5
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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
