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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.
GPS1 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
47.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
109.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
96.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
93.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
86.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
85.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
78.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
75.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
75.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
67.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
67.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
67.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
64.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
64.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
63.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
62.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
61.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
59.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
58.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
56.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
56.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
55.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
55.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
51.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
48.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
45.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
44.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
44.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
43.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
42.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
42.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
42.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
41.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
41.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
41.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
40.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
40.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
39.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
39.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
39.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
39.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
38.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
37.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
37.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
36.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
36.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
35.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
35.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
35.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
35.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
34.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
34.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
34.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
34.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
34.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
29.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
28.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
28.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
27.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
24.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
24.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
19.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
18.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
12.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 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.
GPS1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
47.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
290.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
130.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
128.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
123.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
102.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
100.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
99.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
95.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
89.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
82.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
80.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
77.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
75.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
74.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
73.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
73.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
73.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
72.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
72.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
72.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
71.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
70.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
70.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
69.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
68.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
68.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
68.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
67.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
66.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
66.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
66.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
65.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
65.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
64.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
64.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
64.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
63.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
63.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
63.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
63.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
63.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
62.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
62.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
62.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
61.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
61.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
61.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
61.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
61.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
61.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
61.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
60.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
60.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
60.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
60.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
60.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
59.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
59.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
59.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
59.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
59.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
58.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
58.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
58.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
58.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
57.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
57.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
57.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
57.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
57.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
57.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
57.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
57.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
57.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
57.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
57.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
57.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
56.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
56.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
56.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
56.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
56.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
56.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
56.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
56.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
55.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
55.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
55.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
55.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
55.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
55.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
55.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
55.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
55.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
55.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
55.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
55.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
55.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
55.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
55.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
55.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
54.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
54.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
54.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
54.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
54.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
54.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
54.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
54.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
54.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
54.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
54.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
54.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
54.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
54.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
54.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
54.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
53.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
53.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
53.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
53.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
53.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
53.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
53.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
53.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
53.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
53.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
53.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
53.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
53.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
53.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
53.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
52.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
52.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
52.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
52.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
52.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
52.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
52.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
52.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
52.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
52.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
52.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
51.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
51.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
51.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
51.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
51.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
51.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
51.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
51.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
51.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
51.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
51.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
51.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
51.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
51.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
51.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
51.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
51.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
51.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
50.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
50.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
50.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
50.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
50.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
50.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
50.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
50.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
50.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
50.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
50.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
50.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
50.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
49.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
49.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
49.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
49.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
49.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
49.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
49.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
49.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
49.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
49.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
49.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
49.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
49.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
49.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
49.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
49.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
49.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
49.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
49.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
49.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
48.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
48.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
48.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
48.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
48.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
48.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
48.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
48.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
48.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
48.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
48.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
48.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
48.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
48.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
48.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
48.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
48.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
48.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
47.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
47.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
47.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
47.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
47.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
47.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
47.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
47.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
47.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
47.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
47.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
47.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
47.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
47.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
47.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
47.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
47.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
47.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
47.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
47.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
47.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
47.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
47.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
46.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
46.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
46.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
46.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
46.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
46.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
46.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
46.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
46.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
46.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
46.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
46.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
46.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
46.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
46.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
46.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
46.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
46.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
46.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
46.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
45.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
45.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
45.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
45.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
45.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
45.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
45.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
45.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
45.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
45.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
45.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
45.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
45.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
45.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
45.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
45.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
45.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
45.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
45.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
45.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
44.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
44.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
44.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
44.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
44.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
44.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
44.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
44.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
44.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
44.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
44.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
44.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
44.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
44.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
44.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
44.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
44.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
44.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
44.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
44.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
43.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
43.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
43.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
43.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
43.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
43.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
43.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
43.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
43.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
43.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
43.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
43.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
43.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
43.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
43.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
43.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
43.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
43.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
43.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
43.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
43.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
43.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
43.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
43.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
43.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
43.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
43.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
43.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
42.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
42.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
42.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
42.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
42.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
42.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
42.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
42.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
42.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
42.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
42.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
42.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
42.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
42.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
42.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
42.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
42.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
42.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
41.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
41.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
41.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
41.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
41.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
41.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
41.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
41.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
41.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
41.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
41.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
41.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
41.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
41.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
41.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
41.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
41.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
41.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
41.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
41.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
40.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
40.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
40.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
40.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
40.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
40.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
40.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
40.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
40.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
40.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
40.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
40.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
40.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
39.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
39.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
39.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
39.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
39.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
39.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
39.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
39.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
39.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
39.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
39.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
39.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
38.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
38.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
38.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
38.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
38.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
38.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
38.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
38.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
38.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
38.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
38.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
37.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
37.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
37.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
37.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
37.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
37.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
37.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
37.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
37.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
37.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
37.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
37.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
37.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
37.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
37.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
37.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
37.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
37.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
36.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
36.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
36.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
36.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
36.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
36.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
36.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
36.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
36.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
36.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
35.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
35.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
35.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
35.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
35.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
35.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
35.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
35.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
35.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
35.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
35.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
35.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
35.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
35.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
35.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
34.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
34.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
34.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
34.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
34.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
34.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
34.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
34.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
34.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
34.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
33.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
33.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
33.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
33.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
33.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
33.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
33.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
33.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
33.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
32.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
32.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
32.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
32.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
32.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
32.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
32.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
31.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
31.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
30.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
30.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
30.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
30.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
30.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
30.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
30.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
30.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
30.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
30.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
30.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
30.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
30.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
30.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
29.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
29.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
29.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
29.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
29.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
29.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
29.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
29.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
29.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
29.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
29.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
29.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
28.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
28.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
28.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
28.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
28.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
27.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
27.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
26.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
26.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
26.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
26.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
25.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
25.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
25.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
24.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
24.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
23.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
22.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
20.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
20.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
20.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
19.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
18.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
16.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
15.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
4.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
GPS1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
43.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
80.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
71.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
66.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
60.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
60.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
59.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
59.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
57.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
57.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
56.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
55.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
54.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
54.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
53.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
52.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
52.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
51.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
51.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
51.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
51.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
51.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
51.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
50.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
50.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
50.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
49.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
49.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
48.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
48.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
47.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
47.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
46.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
46.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
46.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
46.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
46.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
45.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
45.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
45.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
45.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
45.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
44.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
44.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
44.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
44.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
44.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
44.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
44.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
44.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
43.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
43.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
42.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
42.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
42.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
42.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
41.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
41.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
41.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
41.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
41.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
40.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
40.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
40.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
40.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
40.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
40.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
39.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
39.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
39.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
39.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
38.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
38.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
38.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
38.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
37.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
37.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
37.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
37.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
36.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
36.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
36.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
35.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
34.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
34.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
34.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
34.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
33.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
31.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
30.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
29.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
28.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
27.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
24.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
24.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
23.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
22.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
22.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
21.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
20.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 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.
GPS1 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
103.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
286.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
236.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
232.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
221.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
208.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
204.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
201.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
201.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
192.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
189.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
187.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
185.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
184.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
179.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
177.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
176.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
175.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
174.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
170.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
170.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
161.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
160.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
156.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
156.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
154.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
151.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
151.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
151.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
150.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
148.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
148.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
146.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
146.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
143.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
143.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
142.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
142.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
141.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
141.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
141.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
139.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
138.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
137.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
135.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
134.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
134.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
134.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
134.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
133.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
133.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
131.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
131.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
131.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
131.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
129.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
129.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
128.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
128.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
127.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
126.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
126.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
126.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
125.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
125.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
125.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
124.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
123.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
122.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
122.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
121.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
121.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
121.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
121.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
121.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
121.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
120.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
120.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
119.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
118.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
118.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
118.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
118.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
117.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
117.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
116.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
116.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
115.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
115.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
114.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
114.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
114.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
113.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
113.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
113.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
113.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
112.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
111.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
111.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
110.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
110.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
109.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
109.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
109.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
109.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
109.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
108.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
108.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
108.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
106.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
106.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
106.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
106.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
105.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
105.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
105.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
105.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
104.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
104.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
103.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
103.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
103.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
102.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
102.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
102.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
102.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
101.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
101.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
101.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
101.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
100.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
100.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
100.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
100.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
99.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
99.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
99.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
99.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
99.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
99.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
98.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
98.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
97.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
97.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
97.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
97.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
97.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
97.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
96.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
96.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
96.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
96.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
96.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
96.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
96.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
95.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
94.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
94.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
94.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
94.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
94.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
93.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
93.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
93.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
92.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
91.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
91.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
91.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
90.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
90.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
90.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
90.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
90.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
90.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
89.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
89.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
89.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
89.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
89.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
88.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
88.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
87.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
87.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
87.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
86.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
86.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
85.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
85.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
84.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
84.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
84.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
83.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
83.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
82.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
82.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
82.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
82.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
81.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
81.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
81.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
81.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
80.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
80.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
80.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
79.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
79.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
79.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
78.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
78.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
78.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
77.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
76.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
76.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
75.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
75.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
75.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
74.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
74.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
73.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
73.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
73.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
72.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
72.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
72.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
72.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
71.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
71.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
71.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
71.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
70.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
70.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
69.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
69.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
68.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
68.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
68.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
67.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
67.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
67.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
66.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
66.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
66.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
66.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
65.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
65.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
65.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
64.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
64.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
64.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
64.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
63.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
63.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
63.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
63.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
63.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
62.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
61.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
61.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
61.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
60.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
60.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
59.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
58.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
57.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
56.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
54.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
54.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
53.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
52.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
50.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
49.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
48.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
47.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
47.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
45.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
45.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
45.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
45.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
41.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
35.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
34.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
32.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
30.2
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088970003
Tumor
0.6
CPT0078510003
Tumor
0.4
CPT0015730003
Tumor
0.4
CPT0079180003
Tumor
0.3
CPT0000640003
Tumor
0.3
CPT0025110003
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0012280003
Tumor
0.3
CPT0025050003
Tumor
0.2
CPT0020120003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0087050003
Normal
0.2
CPT0025880003
Tumor
0.2
CPT0079430001
Normal
0.2
CPT0011240003
Tumor
0.2
CPT0081880003
Tumor
0.2
CPT0086360003
Tumor
0.2
CPT0078660003
Tumor
0.2
CPT0092310003
Normal
0.2
CPT0023350003
Tumor
0.2
CPT0069000003
Tumor
0.2
CPT0021240003
Tumor
0.2
CPT0079270003
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0014450004
Tumor
0.2
CPT0009060003
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0012550003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0001220008
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0089480003
Normal
0.1
CPT0012090003
Normal
0.1
CPT0007870001
Normal
0.1
CPT0078830003
Tumor
0.1
CPT0017850003
Tumor
0.1
CPT0077320001
Normal
0.1
CPT0066470004
Tumor
0.1
CPT0079410003
Tumor
0.1
CPT0002270011
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0023360001
Normal
0.1
CPT0088900003
Tumor
0.1
CPT0023710001
Normal
0.1
CPT0014370004
Tumor
0.1
CPT0092740003
Normal
0.1
CPT0025610001
Normal
0.1
CPT0009000003
Tumor
0.1
CPT0065450001
Normal
0.1
CPT0025350003
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0012640003
Normal
0.1
CPT0092290003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0025920001
Normal
0.1
CPT0077140001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0001340003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0001260009
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0092160003
Tumor
0.1
CPT0011410003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0077500001
Normal
0.1
CPT0086830003
Normal
0.1
CPT0088710001
Normal
0.1
CPT0079300001
Normal
0.1
CPT0064370003
Tumor
0.1
CPT0014350001
Normal
0.1
CPT0086370003
Normal
0.1
CPT0024670003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0088780001
Normal
0.1
CPT0065810003
Tumor
0.1
CPT0000790001
Normal
0.1
CPT0071150004
Tumor
0.1
CPT0088630003
Tumor
0.1
CPT0081620001
Normal
0.1
CPT0024680001
Normal
0.1
CPT0084560003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0088480003
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0088760003
Tumor
0.1
CPT0088640003
Normal
0.1
CPT0012290003
Normal
0.1
CPT0001270001
Normal
0.1
CPT0066480003
Tumor
0.1
CPT0088920001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0081990003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0010120001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0078840001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0066430001
Normal
0.0
CPT0092190003
Normal
0.0
CPT0019160001
Normal
0.0
CPT0007860003
Tumor
0.0
CPT0078800003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0002350011
Tumor
0.0
CPT0006730001
Normal
0.0
CPT0084590001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0009020003
Normal
0.0
CPT0012670003
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0013790003
Normal
0.0
CPT0025060001
Normal
0.0
CPT0012770003
Normal
0.0
CPT0014130001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0075130003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0023690003
Tumor
0.0
CPT0001350001
Normal
0.0
CPT0025290003
Tumor
0.0
CPT0012570003
Normal
0.0
CPT0065870003
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0017450001
Normal
0.0
CPT0079510001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0086970003
Normal
0.0
CPT0079000001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0020130001
Normal
0.0
CPT0010160003
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0026420001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0075720003
Tumor
0.0
CPT0088550004
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0025170003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0006630003
Tumor
0.0
CPT0075560003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0077490003
Tumor
-0.1
CPT0086030003
Tumor
-0.1
CPT0012920003
Normal
-0.1
CPT0017410003
Tumor
-0.1
CPT0079380003
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0069160003
Tumor
-0.1
CPT0065430003
Tumor
-0.1
CPT0075170001
Normal
-0.1
CPT0086950003
Tumor
-0.1
CPT0065690003
Tumor
-0.1
CPT0014160003
Tumor
-0.1
CPT0088690003
Tumor
-0.1
CPT0078930003
Tumor
-0.1
CPT0012180003
Tumor
-0.1
CPT0092790003
Tumor
-0.1
CPT0078530001
Normal
-0.1
CPT0089020003
Tumor
-0.1
CPT0025580004
Tumor
-0.1
CPT0092730003
Tumor
-0.1
CPT0063630003
Tumor
-0.1
CPT0065750003
Tumor
-0.1
CPT0076330003
Tumor
-0.1
CPT0012900004
Tumor
-0.1
CPT0001500009
Tumor
-0.1
CPT0063320003
Tumor
-0.1
CPT0085670003
Tumor
-0.1
CPT0001180009
Tumor
-0.2
CPT0089460004
Tumor
-0.2
CPT0006900003
Tumor
-0.2
CPT0015910003
Tumor
-0.3
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
