We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
G6PC3 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
61.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
167.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
153.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
147.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
123.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
113.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
111.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
111.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
96.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
95.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
91.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
87.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
82.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
81.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
76.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
76.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
75.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
74.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
73.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
68.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
67.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
65.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
65.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
63.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
62.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
59.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
59.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
58.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
57.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
56.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
55.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
53.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
53.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
51.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
49.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
49.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
47.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
47.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
46.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
46.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
45.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
45.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
45.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
44.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
44.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
43.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
42.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
42.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
42.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
41.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
41.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
39.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
39.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
37.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
37.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
36.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
34.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
33.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
31.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
29.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
28.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
27.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
26.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
25.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 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.
G6PC3 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
63.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
218.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
189.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
184.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
183.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
153.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
153.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
145.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
142.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
139.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
135.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
134.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
133.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
133.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
130.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
127.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
126.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
123.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
122.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
122.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
120.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
119.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
119.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
117.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
116.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
115.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
115.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
113.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
112.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
110.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
110.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
109.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
109.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
108.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
108.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
108.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
105.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
104.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
103.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
103.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
102.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
102.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
101.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
101.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
101.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
101.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
100.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
100.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
100.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
100.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
100.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
99.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
98.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
98.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
98.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
97.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
97.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
96.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
96.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
96.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
95.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
95.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
94.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
94.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
93.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
92.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
91.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
91.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
90.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
90.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
90.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
89.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
89.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
87.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
87.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
87.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
87.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
86.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
85.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
85.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
85.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
85.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
85.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
85.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
84.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
84.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
84.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
84.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
84.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
84.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
84.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
83.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
83.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
82.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
82.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
82.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
82.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
81.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
81.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
80.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
80.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
80.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
80.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
80.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
79.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
79.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
79.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
79.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
79.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
78.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
78.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
77.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
77.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
77.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
77.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
77.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
76.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
76.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
76.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
76.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
75.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
75.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
75.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
75.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
75.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
75.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
74.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
74.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
73.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
73.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
73.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
73.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
72.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
72.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
72.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
71.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
71.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
71.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
71.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
71.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
71.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
71.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
71.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
70.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
70.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
70.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
70.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
70.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
70.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
69.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
69.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
68.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
68.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
68.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
68.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
68.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
68.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
68.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
67.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
67.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
67.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
67.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
67.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
67.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
67.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
67.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
66.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
66.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
66.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
66.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
66.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
66.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
66.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
66.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
66.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
66.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
66.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
66.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
66.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
65.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
65.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
65.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
65.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
65.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
64.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
64.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
64.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
64.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
64.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
64.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
64.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
64.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
64.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
63.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
63.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
63.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
63.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
63.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
63.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
63.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
63.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
63.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
63.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
63.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
62.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
62.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
62.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
62.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
62.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
62.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
62.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
61.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
61.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
61.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
61.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
61.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
61.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
61.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
61.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
61.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
61.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
61.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
61.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
60.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
60.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
60.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
60.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
60.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
60.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
60.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
60.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
60.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
60.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
60.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
60.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
59.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
59.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
59.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
59.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
59.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
59.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
59.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
59.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
59.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
59.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
59.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
59.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
59.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
59.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
58.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
58.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
58.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
58.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
58.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
58.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
58.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
58.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
58.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
58.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
58.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
58.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
57.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
57.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
57.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
57.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
57.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
57.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
57.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
57.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
57.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
57.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
57.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
57.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
57.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
57.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
57.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
57.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
56.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
56.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
56.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
56.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
56.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
56.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
56.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
56.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
56.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
56.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
55.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
55.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
55.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
55.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
55.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
55.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
55.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
55.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
55.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
55.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
54.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
54.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
54.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
54.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
54.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
54.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
54.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
54.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
54.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
54.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
54.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
54.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
54.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
54.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
54.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
53.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
53.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
53.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
53.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
53.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
53.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
53.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
53.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
53.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
53.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
53.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
53.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
53.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
52.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
52.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
52.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
52.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
52.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
52.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
52.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
52.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
52.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
52.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
52.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
51.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
51.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
51.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
51.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
51.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
51.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
51.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
51.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
51.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
51.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
51.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
51.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
50.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
50.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
50.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
50.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
50.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
50.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
50.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
50.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
50.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
50.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
50.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
50.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
49.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
49.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
49.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
49.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
49.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
49.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
49.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
49.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
49.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
49.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
49.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
49.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
49.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
49.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
48.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
48.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
48.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
48.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
48.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
48.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
48.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
48.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
48.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
47.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
47.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
47.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
47.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
47.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
47.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
47.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
47.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
47.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
46.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
46.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
46.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
46.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
46.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
46.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
46.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
46.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
46.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
46.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
46.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
46.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
45.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
45.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
45.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
45.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
45.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
45.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
45.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
45.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
45.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
45.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
45.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
45.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
45.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
45.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
44.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
44.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
44.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
44.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
44.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
44.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
44.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
44.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
44.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
44.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
44.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
43.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
43.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
43.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
43.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
43.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
43.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
43.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
42.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
42.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
42.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
42.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
42.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
42.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
42.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
42.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
42.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
42.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
41.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
41.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
41.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
41.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
41.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
41.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
41.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
40.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
40.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
40.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
40.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
40.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
40.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
40.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
40.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
40.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
40.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
40.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
39.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
39.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
39.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
39.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
38.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
38.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
38.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
38.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
38.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
38.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
38.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
38.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
38.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
37.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
37.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
37.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
37.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
37.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
37.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
37.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
36.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
36.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
36.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
36.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
35.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
35.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
35.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
35.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
34.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
34.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
34.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
33.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
33.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
33.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
33.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
33.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
33.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
32.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
32.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
32.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
31.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
31.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
31.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
31.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
30.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
30.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
29.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
28.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
28.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
27.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
26.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
24.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
23.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
17.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
16.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
14.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
13.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 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.
G6PC3 is potential prognostic, high expression is unfavorable 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
48.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
109.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
86.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
84.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
83.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
79.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
77.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
74.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
72.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
72.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
72.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
71.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
71.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
71.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
70.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
70.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
69.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
66.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
63.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
62.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
62.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
62.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
61.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
60.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
60.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
59.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
58.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
58.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
58.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
56.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
56.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
55.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
55.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
55.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
54.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
53.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
53.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
51.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
51.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
50.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
50.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
49.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
49.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
48.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
48.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
47.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
47.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
46.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
45.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
45.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
45.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
45.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
45.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
44.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
44.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
44.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
43.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
42.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
42.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
42.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
41.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
41.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
41.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
40.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
40.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
40.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
40.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
39.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
39.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
38.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
38.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
38.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
38.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
37.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
36.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
36.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
36.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
35.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
35.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
35.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
34.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
34.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
34.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
34.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
34.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
33.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
33.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
32.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
30.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
30.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
29.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
29.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
26.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
26.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
26.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
25.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
24.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
23.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
20.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
19.5
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.
G6PC3 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
147.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
421.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
384.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
378.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
369.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
353.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
305.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
299.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
299.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
292.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
287.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
273.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
272.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
270.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
269.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
262.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
262.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
258.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
255.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
249.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
246.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
243.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
241.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
239.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
239.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
237.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
234.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
232.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
229.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
228.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
226.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
223.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
222.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
222.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
218.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
217.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
217.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
217.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
215.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
213.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
213.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
213.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
211.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
210.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
210.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
208.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
207.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
207.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
202.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
200.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
199.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
196.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
196.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
194.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
191.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
189.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
189.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
188.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
188.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
187.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
187.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
187.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
185.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
184.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
184.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
184.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
183.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
183.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
183.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
182.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
180.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
180.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
179.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
179.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
178.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
177.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
175.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
174.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
174.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
174.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
172.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
172.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
169.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
168.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
168.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
167.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
166.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
165.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
165.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
165.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
164.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
164.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
163.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
163.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
163.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
162.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
162.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
162.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
161.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
161.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
160.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
160.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
158.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
158.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
158.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
158.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
158.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
157.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
156.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
156.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
156.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
155.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
154.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
154.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
153.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
153.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
153.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
152.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
152.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
150.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
150.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
150.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
149.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
149.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
148.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
147.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
147.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
147.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
147.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
147.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
146.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
144.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
143.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
143.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
141.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
141.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
140.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
139.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
138.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
136.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
135.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
135.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
135.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
135.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
135.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
134.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
133.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
133.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
133.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
133.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
133.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
132.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
131.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
131.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
130.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
130.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
129.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
129.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
128.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
128.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
128.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
127.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
127.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
126.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
126.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
126.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
125.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
125.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
125.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
124.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
123.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
123.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
123.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
123.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
122.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
122.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
122.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
121.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
121.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
120.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
119.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
118.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
118.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
118.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
118.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
117.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
117.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
117.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
116.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
115.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
115.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
115.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
114.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
114.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
114.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
114.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
112.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
112.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
111.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
109.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
108.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
107.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
105.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
105.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
105.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
104.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
104.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
104.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
103.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
103.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
102.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
102.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
101.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
101.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
101.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
101.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
101.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
100.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
99.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
97.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
96.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
96.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
95.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
95.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
94.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
94.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
94.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
94.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
93.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
92.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
92.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
92.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
91.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
91.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
91.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
91.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
90.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
90.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
89.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
89.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
88.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
88.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
88.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
87.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
86.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
86.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
83.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
82.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
82.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
82.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
82.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
81.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
80.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
78.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
76.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
76.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
74.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
74.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
73.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
72.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
72.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
72.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
72.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
71.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
71.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
70.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
69.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
67.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
66.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
65.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
63.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
63.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
62.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
56.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
56.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
56.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
55.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
44.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
44.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
42.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
38.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
26.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
25.0
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
Show allShow less
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
