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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.
PET100 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
114.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
397.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
376.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
333.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
317.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
285.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
263.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
228.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
226.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
213.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
202.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
192.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
190.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
186.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
177.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
163.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
161.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
159.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
158.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
157.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
136.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
132.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
115.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
101.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
98.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
91.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
90.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
85.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
79.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
76.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
73.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
73.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
73.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
69.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
67.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
67.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
64.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
63.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
62.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
61.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
61.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
61.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
60.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
59.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
59.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
57.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
57.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
57.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
56.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
55.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
55.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
54.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
51.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
50.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
49.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
48.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
45.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
43.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
37.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
37.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
35.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
35.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
34.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
33.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 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.
PET100 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
58.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
289.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
255.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
206.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
158.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
154.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
146.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
139.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
135.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
124.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
121.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
120.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
119.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
118.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
117.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
116.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
111.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
109.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
109.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
109.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
109.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
108.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
107.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
107.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
107.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
106.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
106.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
106.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
105.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
103.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
102.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
102.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
101.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
98.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
96.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
96.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
95.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
95.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
94.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
92.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
92.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
91.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
91.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
90.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
90.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
89.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
88.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
88.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
88.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
88.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
88.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
87.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
87.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
86.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
86.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
86.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
86.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
85.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
85.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
84.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
84.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
84.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
84.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
83.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
83.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
83.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
83.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
82.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
82.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
82.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
81.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
81.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
80.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
79.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
79.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
79.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
79.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
78.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
78.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
78.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
78.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
78.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
76.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
76.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
76.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
76.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
76.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
76.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
75.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
75.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
75.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
75.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
75.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
74.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
74.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
74.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
73.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
73.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
73.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
73.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
73.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
71.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
71.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
71.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
70.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
70.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
70.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
70.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
69.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
69.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
69.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
68.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
68.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
68.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
68.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
68.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
68.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
68.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
68.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
68.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
67.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
67.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
67.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
67.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
67.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
66.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
66.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
66.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
66.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
66.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
66.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
66.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
65.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
65.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
65.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
65.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
65.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
65.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
65.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
65.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
64.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
64.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
64.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
64.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
64.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
64.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
64.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
64.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
64.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
64.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
64.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
64.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
64.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
64.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
63.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
63.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
63.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
63.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
63.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
63.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
63.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
63.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
63.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
62.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
62.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
62.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
62.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
62.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
61.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
61.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
61.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
61.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
61.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
61.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
61.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
61.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
61.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
60.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
60.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
60.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
60.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
60.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
60.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
60.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
60.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
60.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
60.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
60.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
60.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
60.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
59.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
59.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
59.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
59.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
59.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
58.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
58.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
58.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
58.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
58.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
58.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
58.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
58.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
58.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
57.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
57.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
57.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
57.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
57.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
57.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
57.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
57.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
57.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
57.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
57.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
57.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
56.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
56.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
56.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
56.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
56.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
56.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
56.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
56.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
56.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
56.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
56.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
56.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
56.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
56.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
56.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
56.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
56.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
56.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
55.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
55.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
55.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
55.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
55.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
55.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
55.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
55.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
55.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
55.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
55.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
55.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
55.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
55.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
55.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
54.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
54.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
54.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
54.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
54.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
54.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
54.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
54.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
54.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
54.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
54.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
54.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
54.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
54.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
53.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
53.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
53.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
53.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
53.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
53.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
53.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
53.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
53.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
52.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
52.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
52.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
52.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
52.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
52.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
52.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
52.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
52.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
52.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
52.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
52.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
52.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
52.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
52.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
52.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
51.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
51.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
51.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
51.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
51.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
51.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
51.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
51.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
51.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
51.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
50.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
50.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
50.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
50.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
50.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
50.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
50.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
50.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
50.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
50.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
50.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
50.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
50.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
50.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
50.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
49.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
49.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
49.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
49.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
49.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
49.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
49.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
49.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
49.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
49.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
49.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
48.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
48.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
48.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
48.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
48.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
48.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
48.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
48.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
48.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
48.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
47.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
47.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
47.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
47.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
47.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
47.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
47.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
47.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
47.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
47.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
47.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
47.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
47.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
47.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
47.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
47.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
47.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
47.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
46.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
46.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
46.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
46.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
46.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
46.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
46.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
46.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
46.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
46.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
46.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
46.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
46.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
46.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
45.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
45.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
45.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
45.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
45.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
45.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
45.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
45.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
45.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
45.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
45.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
45.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
44.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
44.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
44.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
44.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
43.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
43.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
43.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
43.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
43.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
43.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
43.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
43.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
43.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
43.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
43.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
43.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
43.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
43.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
43.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
42.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
42.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
42.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
42.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
42.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
42.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
42.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
42.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
42.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
42.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
42.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
41.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
41.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
41.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
41.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
41.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
41.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
41.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
41.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
41.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
41.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
41.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
41.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
41.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
40.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
40.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
40.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
40.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
40.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
40.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
40.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
40.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
40.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
40.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
40.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
40.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
40.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
39.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
39.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
39.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
39.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
39.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
39.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
39.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
39.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
39.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
38.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
38.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
38.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
38.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
38.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
38.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
38.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
38.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
38.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
38.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
38.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
37.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
37.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
37.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
37.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
37.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
37.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
36.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
36.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
36.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
36.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
36.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
36.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
36.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
36.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
36.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
35.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
35.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
35.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
35.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
35.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
35.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
35.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
34.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
34.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
34.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
34.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
34.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
33.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
33.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
33.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
33.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
32.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
32.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
32.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
32.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
32.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
31.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
31.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
31.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
31.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
31.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
31.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
30.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
30.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
30.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
30.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
29.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
29.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
29.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
28.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
28.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
28.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
28.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
27.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
27.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
26.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
25.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
25.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
25.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
24.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
23.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
22.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
21.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
21.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
18.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
18.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
17.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 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.
PET100 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
60.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
106.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
101.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
96.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
90.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
90.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
89.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
89.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
89.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
88.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
85.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
83.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
83.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
77.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
76.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
75.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
75.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
74.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
72.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
72.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
71.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
69.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
68.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
67.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
67.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
67.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
67.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
67.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
65.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
65.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
65.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
64.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
64.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
63.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
63.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
63.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
63.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
62.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
61.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
61.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
60.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
60.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
60.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
58.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
58.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
57.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
57.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
57.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
57.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
57.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
56.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
55.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
55.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
55.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
55.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
54.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
54.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
54.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
54.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
54.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
54.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
53.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
53.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
53.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
52.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
52.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
52.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
52.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
52.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
52.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
51.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
51.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
51.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
51.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
51.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
51.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
50.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
50.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
50.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
50.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
50.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
49.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
48.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
48.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
48.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
48.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
47.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
47.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
46.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
46.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
45.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
45.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
44.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
44.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
43.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
42.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
42.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
41.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
36.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
35.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 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.
PET100 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
113.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
619.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
527.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
426.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
418.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
378.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
372.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
363.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
354.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
352.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
348.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
333.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
313.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
307.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
305.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
291.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
285.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
284.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
283.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
269.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
264.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
262.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
261.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
254.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
251.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
247.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
242.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
241.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
238.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
236.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
230.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
224.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
224.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
223.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
223.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
216.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
215.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
213.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
212.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
212.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
211.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
207.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
205.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
202.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
201.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
201.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
197.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
195.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
194.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
194.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
185.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
183.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
178.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
175.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
170.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
168.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
168.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
163.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
163.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
160.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
157.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
152.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
151.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
147.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
146.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
146.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
145.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
142.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
140.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
140.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
137.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
134.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
134.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
133.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
131.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
131.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
131.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
130.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
130.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
130.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
128.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
127.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
126.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
124.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
123.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
122.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
119.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
118.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
117.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
116.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
115.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
114.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
114.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
113.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
112.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
111.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
111.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
109.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
109.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
108.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
108.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
108.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
108.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
106.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
106.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
103.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
103.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
102.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
102.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
101.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
99.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
99.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
99.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
98.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
97.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
96.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
95.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
95.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
95.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
94.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
93.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
93.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
93.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
93.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
92.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
92.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
91.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
91.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
91.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
91.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
90.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
90.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
90.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
89.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
89.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
88.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
88.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
87.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
87.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
86.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
86.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
85.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
85.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
85.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
85.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
84.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
84.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
83.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
83.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
82.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
82.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
81.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
81.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
81.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
81.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
79.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
78.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
78.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
77.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
77.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
76.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
76.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
75.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
73.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
73.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
72.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
72.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
72.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
72.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
71.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
70.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
69.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
69.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
69.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
68.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
68.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
67.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
67.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
67.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
67.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
66.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
66.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
66.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
65.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
65.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
64.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
64.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
64.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
63.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
63.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
62.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
62.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
61.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
61.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
61.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
61.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
60.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
59.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
58.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
58.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
57.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
57.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
56.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
55.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
55.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
53.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
53.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
52.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
52.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
52.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
51.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
51.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
50.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
49.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
49.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
49.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
49.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
48.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
48.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
47.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
47.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
47.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
46.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
46.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
45.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
45.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
45.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
45.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
43.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
43.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
43.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
43.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
43.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
42.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
42.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
41.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
41.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
41.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
41.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
41.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
40.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
40.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
40.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
39.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
39.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
38.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
38.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
38.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
37.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
37.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
37.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
37.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
36.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
36.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
36.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
36.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
36.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
35.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
35.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
35.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
34.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
34.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
33.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
33.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
33.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
33.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
32.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
32.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
32.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
31.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
31.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
30.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
30.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
30.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
29.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
29.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
29.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
28.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
28.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
27.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
22.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
19.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
