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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.
GUSB is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
26.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
61.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
54.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
47.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
47.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
45.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
43.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
40.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
39.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
38.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
37.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
37.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
36.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
35.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
34.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
34.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
34.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
33.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
33.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
33.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
33.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
32.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
32.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
31.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
29.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
29.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
29.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
29.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
28.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
27.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
27.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
26.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
25.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
25.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
25.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
24.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
23.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
22.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
21.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
21.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
21.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
20.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
19.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
19.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
19.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
18.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
18.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
17.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
17.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
17.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
16.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
16.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
15.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
15.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
15.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
14.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
14.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
14.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
12.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
11.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
11.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
10.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
9.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
6.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GUSB is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
46.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
131.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
109.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
104.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
101.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
96.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
92.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
92.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
91.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
88.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
88.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
87.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
86.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
83.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
83.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
81.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
80.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
77.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
77.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
76.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
76.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
76.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
75.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
73.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
73.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
73.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
73.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
73.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
72.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
72.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
71.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
71.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
71.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
71.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
70.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
70.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
70.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
70.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
70.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
70.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
70.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
69.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
69.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
68.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
68.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
68.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
67.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
67.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
67.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
67.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
66.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
66.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
65.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
65.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
65.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
65.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
65.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
64.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
63.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
63.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
63.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
62.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
62.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
62.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
62.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
61.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
61.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
61.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
61.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
61.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
61.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
60.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
60.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
60.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
59.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
59.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
59.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
59.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
59.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
59.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
59.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
59.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
58.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
58.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
58.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
58.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
58.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
58.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
58.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
58.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
57.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
57.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
57.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
57.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
57.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
57.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
57.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
56.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
56.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
56.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
56.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
56.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
56.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
56.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
56.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
56.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
55.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
55.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
55.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
55.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
55.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
55.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
55.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
55.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
55.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
54.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
54.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
54.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
54.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
54.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
54.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
54.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
54.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
54.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
54.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
53.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
53.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
53.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
53.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
53.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
53.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
53.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
53.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
53.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
53.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
52.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
52.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
52.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
52.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
52.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
52.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
52.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
52.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
52.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
51.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
51.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
51.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
51.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
51.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
51.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
51.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
51.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
51.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
51.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
51.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
51.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
51.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
51.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
51.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
51.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
51.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
51.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
50.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
50.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
50.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
50.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
50.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
50.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
50.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
50.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
50.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
50.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
50.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
50.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
50.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
50.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
49.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
49.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
49.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
49.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
49.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
49.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
49.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
49.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
49.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
49.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
49.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
49.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
49.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
49.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
48.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
48.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
48.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
48.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
48.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
48.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
48.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
48.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
48.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
48.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
48.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
48.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
48.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
48.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
48.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
47.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
47.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
47.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
47.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
47.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
47.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
47.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
47.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
47.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
47.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
47.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
47.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
47.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
47.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
47.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
47.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
47.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
47.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
47.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
47.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
46.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
46.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
46.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
46.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
46.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
46.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
46.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
46.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
46.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
46.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
46.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
46.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
46.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
46.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
46.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
46.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
46.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
46.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
45.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
45.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
45.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
45.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
45.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
45.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
45.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
45.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
45.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
45.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
45.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
45.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
45.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
45.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
45.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
45.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
45.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
45.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
45.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
44.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
44.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
44.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
44.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
44.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
44.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
44.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
44.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
44.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
44.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
43.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
43.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
43.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
43.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
43.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
43.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
43.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
43.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
43.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
43.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
43.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
43.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
43.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
43.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
43.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
43.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
43.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
43.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
43.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
43.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
43.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
43.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
43.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
43.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
43.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
42.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
42.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
42.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
42.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
42.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
42.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
42.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
42.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
42.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
42.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
42.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
42.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
42.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
42.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
42.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
42.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
42.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
42.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
41.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
41.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
41.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
41.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
41.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
41.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
41.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
41.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
41.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
41.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
41.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
41.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
41.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
41.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
41.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
41.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
41.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
41.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
41.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
41.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
41.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
40.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
40.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
40.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
40.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
40.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
40.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
40.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
40.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
40.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
40.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
40.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
40.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
40.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
40.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
40.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
40.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
40.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
39.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
39.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
39.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
39.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
39.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
39.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
39.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
39.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
39.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
39.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
39.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
39.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
39.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
39.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
38.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
38.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
38.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
38.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
38.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
38.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
38.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
38.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
38.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
38.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
38.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
38.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
38.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
38.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
38.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
38.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
38.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
37.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
37.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
37.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
37.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
37.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
37.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
37.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
37.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
37.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
37.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
37.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
37.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
37.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
37.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
37.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
37.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
37.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
36.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
36.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
36.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
36.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
36.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
36.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
35.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
35.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
35.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
35.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
35.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
35.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
35.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
35.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
35.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
35.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
35.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
35.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
35.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
34.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
34.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
34.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
34.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
34.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
34.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
34.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
34.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
34.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
34.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
34.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
33.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
33.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
33.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
33.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
33.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
33.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
33.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
32.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
32.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
32.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
32.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
32.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
32.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
32.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
31.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
31.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
31.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
31.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
31.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
31.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
31.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
31.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
30.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
30.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
30.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
30.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
30.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
30.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
30.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
30.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
30.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
30.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
29.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
29.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
29.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
29.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
29.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
29.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
29.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
29.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
29.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
29.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
28.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
28.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
28.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
28.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
28.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
27.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
27.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
27.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
27.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
27.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
27.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
26.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
26.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
26.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
26.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
25.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
25.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
25.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
25.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
24.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
24.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
24.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
23.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
23.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
23.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
22.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
21.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
21.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
21.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
20.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
20.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
20.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
19.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
19.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
19.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
18.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
18.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
18.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
16.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
15.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
14.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
14.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
13.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
13.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
12.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
12.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
12.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
12.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 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.
GUSB 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
52.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
117.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
112.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
96.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
94.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
93.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
92.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
88.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
84.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
79.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
75.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
74.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
71.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
71.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
70.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
70.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
67.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
64.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
63.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
62.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
62.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
62.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
60.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
60.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
60.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
60.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
60.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
60.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
59.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
59.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
58.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
57.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
57.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
56.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
56.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
56.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
56.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
56.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
55.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
55.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
54.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
53.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
53.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
53.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
53.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
52.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
52.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
52.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
52.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
51.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
50.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
50.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
50.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
50.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
49.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
48.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
47.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
47.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
46.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
46.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
46.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
46.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
46.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
45.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
44.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
44.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
44.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
44.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
44.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
43.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
43.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
42.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
42.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
41.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
41.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
41.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
41.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
41.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
41.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
41.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
39.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
39.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
39.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
39.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
38.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
35.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
34.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
34.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
34.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
33.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
33.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
32.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
32.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
32.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
32.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
30.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
29.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
28.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
28.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
20.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
GUSB is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
54.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
277.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
131.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
126.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
122.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
119.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
118.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
115.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
113.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
112.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
110.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
110.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
101.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
99.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
98.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
96.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
96.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
96.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
93.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
92.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
92.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
91.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
90.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
90.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
88.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
88.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
87.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
86.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
86.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
86.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
85.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
84.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
84.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
82.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
80.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
80.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
80.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
80.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
80.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
79.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
79.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
78.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
77.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
77.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
77.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
77.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
76.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
76.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
76.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
75.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
74.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
74.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
74.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
74.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
74.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
73.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
73.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
73.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
72.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
72.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
72.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
72.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
72.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
71.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
71.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
70.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
70.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
69.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
69.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
69.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
68.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
68.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
68.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
68.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
68.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
67.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
67.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
67.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
67.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
66.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
66.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
66.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
66.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
66.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
66.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
65.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
65.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
65.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
64.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
64.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
64.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
64.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
63.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
62.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
62.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
62.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
61.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
61.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
61.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
61.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
61.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
60.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
59.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
58.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
58.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
58.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
58.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
58.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
58.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
58.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
57.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
57.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
57.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
57.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
57.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
56.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
56.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
56.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
56.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
56.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
55.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
55.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
55.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
55.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
54.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
54.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
54.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
53.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
53.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
53.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
53.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
53.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
53.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
52.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
52.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
52.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
52.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
52.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
51.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
51.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
50.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
50.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
50.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
49.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
49.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
49.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
49.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
49.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
49.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
48.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
48.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
48.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
48.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
48.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
48.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
47.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
46.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
46.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
46.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
46.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
46.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
46.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
46.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
46.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
45.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
45.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
45.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
45.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
44.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
44.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
44.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
44.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
44.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
44.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
44.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
43.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
43.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
43.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
42.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
42.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
42.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
42.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
42.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
41.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
41.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
41.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
40.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
40.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
40.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
40.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
40.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
40.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
40.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
39.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
39.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
39.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
38.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
38.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
38.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
37.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
37.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
37.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
37.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
37.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
36.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
36.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
36.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
36.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
36.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
36.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
36.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
36.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
36.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
35.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
35.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
35.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
34.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
34.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
34.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
34.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
33.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
33.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
33.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
33.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
33.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
33.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
33.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
33.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
33.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
32.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
32.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
32.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
32.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
32.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
31.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
31.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
30.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
30.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
30.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
30.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
28.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
28.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
28.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
27.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
27.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
27.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
27.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
26.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
26.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
25.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
24.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
24.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
24.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
24.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
24.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
24.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
24.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
24.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
24.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
22.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
22.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
22.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
22.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
22.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
21.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
21.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
21.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
21.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
20.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
20.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
19.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
18.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
17.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
16.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
13.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
12.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
11.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
11.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
10.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
9.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
3.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0011410003
Tumor
2.2
CPT0006730001
Normal
1.2
CPT0026420001
Normal
1.1
CPT0065820001
Normal
1.1
CPT0010170001
Normal
1.1
CPT0009060003
Tumor
0.9
CPT0017850003
Tumor
0.9
CPT0002370001
Normal
0.9
CPT0078660003
Tumor
0.8
CPT0001230001
Normal
0.8
CPT0010120001
Normal
0.8
CPT0088780001
Normal
0.8
CPT0079300001
Normal
0.8
CPT0077140001
Normal
0.8
CPT0007470001
Normal
0.8
CPT0013790003
Normal
0.7
CPT0009080003
Normal
0.7
CPT0006950001
Normal
0.7
CPT0063330001
Normal
0.6
CPT0025060001
Normal
0.6
CPT0001510001
Normal
0.6
CPT0019160001
Normal
0.6
CPT0001550001
Normal
0.6
CPT0000660001
Normal
0.6
CPT0088500001
Normal
0.5
CPT0000790001
Normal
0.5
CPT0065750003
Tumor
0.5
CPT0088920001
Normal
0.5
CPT0069010001
Normal
0.5
CPT0012570003
Normal
0.5
CPT0081880003
Tumor
0.5
CPT0066430001
Normal
0.5
CPT0023350003
Tumor
0.5
CPT0014350001
Normal
0.5
CPT0012640003
Normal
0.5
CPT0015730003
Tumor
0.4
CPT0088690003
Tumor
0.4
CPT0019130003
Tumor
0.4
CPT0077500001
Normal
0.4
CPT0012290003
Normal
0.4
CPT0025920001
Normal
0.4
CPT0063630003
Tumor
0.4
CPT0088550004
Tumor
0.3
CPT0079180003
Tumor
0.3
CPT0012090003
Normal
0.3
CPT0000890001
Normal
0.3
CPT0007870001
Normal
0.3
CPT0078840001
Normal
0.3
CPT0079430001
Normal
0.3
CPT0078800003
Tumor
0.3
CPT0015810003
Tumor
0.3
CPT0084560003
Tumor
0.3
CPT0018250001
Normal
0.3
CPT0001270001
Normal
0.3
CPT0076330003
Tumor
0.3
CPT0081620001
Normal
0.3
CPT0006530001
Normal
0.3
CPT0001190001
Normal
0.2
CPT0001350001
Normal
0.2
CPT0020020001
Normal
0.2
CPT0025610001
Normal
0.2
CPT0023360001
Normal
0.2
CPT0088570001
Normal
0.2
CPT0001500009
Tumor
0.2
CPT0078670001
Normal
0.2
CPT0014130001
Normal
0.2
CPT0078530001
Normal
0.2
CPT0002270011
Tumor
0.2
CPT0023710001
Normal
0.2
CPT0010110003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0020120003
Tumor
0.1
CPT0002350011
Tumor
0.1
CPT0012770003
Normal
0.1
CPT0079510001
Normal
0.1
CPT0014470001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0009020003
Normal
0.1
CPT0075170001
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0025110003
Tumor
0.0
CPT0065870003
Tumor
0.0
CPT0077320001
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0012920003
Normal
0.0
CPT0088710001
Normal
0.0
CPT0065690003
Tumor
0.0
CPT0064370003
Tumor
-0.1
CPT0020130001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0077310003
Tumor
-0.1
CPT0012180003
Tumor
-0.1
CPT0001340003
Tumor
-0.1
CPT0063320003
Tumor
-0.1
CPT0087050003
Normal
-0.1
CPT0007320003
Tumor
-0.1
CPT0025050003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0001260009
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0086950003
Tumor
-0.2
CPT0065930003
Tumor
-0.2
CPT0066480003
Tumor
-0.2
CPT0014450004
Tumor
-0.2
CPT0065450001
Normal
-0.2
CPT0081600003
Tumor
-0.2
CPT0089040001
Normal
-0.2
CPT0076350001
Normal
-0.2
CPT0082010001
Normal
-0.2
CPT0012280003
Tumor
-0.2
CPT0006440003
Tumor
-0.3
CPT0012670003
Tumor
-0.3
CPT0006630003
Tumor
-0.3
CPT0000780007
Tumor
-0.3
CPT0017410003
Tumor
-0.3
CPT0000870016
Tumor
-0.3
CPT0017450001
Normal
-0.3
CPT0025580004
Tumor
-0.3
CPT0089020003
Tumor
-0.3
CPT0069190001
Normal
-0.3
CPT0065430003
Tumor
-0.4
CPT0010160003
Tumor
-0.4
CPT0012900004
Tumor
-0.4
CPT0085670003
Tumor
-0.4
CPT0007860003
Tumor
-0.4
CPT0075720003
Tumor
-0.4
CPT0079410003
Tumor
-0.4
CPT0069160003
Tumor
-0.4
CPT0019990003
Tumor
-0.4
CPT0071150004
Tumor
-0.4
CPT0000640003
Tumor
-0.5
CPT0001220008
Tumor
-0.5
CPT0011240003
Tumor
-0.5
CPT0015910003
Tumor
-0.5
CPT0025350003
Tumor
-0.5
CPT0077110003
Tumor
-0.5
CPT0079270003
Tumor
-0.5
CPT0088760003
Tumor
-0.5
CPT0026410003
Tumor
-0.5
CPT0088480003
Tumor
-0.5
CPT0014160003
Tumor
-0.5
CPT0092310003
Normal
-0.5
CPT0012080003
Tumor
-0.5
CPT0025290003
Tumor
-0.5
CPT0078510003
Tumor
-0.5
CPT0025230003
Tumor
-0.5
CPT0023690003
Tumor
-0.5
CPT0079480003
Tumor
-0.6
CPT0001540009
Tumor
-0.6
CPT0069000003
Tumor
-0.6
CPT0075560003
Tumor
-0.6
CPT0012370003
Tumor
-0.6
CPT0066470004
Tumor
-0.6
CPT0092190003
Normal
-0.6
CPT0012550003
Tumor
-0.6
CPT0088900003
Tumor
-0.7
CPT0077490003
Tumor
-0.7
CPT0079230003
Tumor
-0.7
CPT0075130003
Tumor
-0.7
CPT0081990003
Tumor
-0.7
CPT0092800003
Normal
-0.7
CPT0092160003
Tumor
-0.7
CPT0021240003
Tumor
-0.8
CPT0024680001
Normal
-0.8
CPT0092790003
Tumor
-0.8
CPT0086030003
Tumor
-0.8
CPT0078930003
Tumor
-0.8
CPT0014370004
Tumor
-0.8
CPT0092730003
Tumor
-0.9
CPT0079380003
Tumor
-0.9
CPT0009000003
Tumor
-0.9
CPT0088630003
Tumor
-0.9
CPT0087040003
Tumor
-0.9
CPT0089460004
Tumor
-0.9
CPT0078990003
Tumor
-0.9
CPT0086360003
Tumor
-0.9
CPT0086370003
Normal
-1.0
CPT0025880003
Tumor
-1.0
CPT0092290003
Tumor
-1.0
CPT0086890003
Normal
-1.0
CPT0078830003
Tumor
-1.0
CPT0088970003
Tumor
-1.1
CPT0086970003
Normal
-1.1
CPT0086820003
Tumor
-1.2
CPT0089480003
Normal
-1.2
CPT0001180009
Tumor
-1.3
CPT0024670003
Tumor
-1.4
CPT0092740003
Normal
-1.5
CPT0088640003
Normal
-1.8
CPT0086830003
Normal
-1.8
CPT0086870003
Tumor
-2.0
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
