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.
MAGOH 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
28.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
113.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
51.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
47.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
46.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
45.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
42.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
41.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
41.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
41.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
39.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
37.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
36.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
35.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
35.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
35.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
35.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
32.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
32.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
32.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
32.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
31.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
31.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
29.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
29.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
28.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
28.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
27.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
26.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
26.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
26.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
26.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
26.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
26.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
25.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
25.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
25.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
25.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
24.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
24.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
24.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
24.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
23.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
23.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
23.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
22.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
22.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
22.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
22.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
22.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
21.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
21.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
20.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
20.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
19.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
18.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
18.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
18.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
17.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
17.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
16.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
15.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
8.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
6.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 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.
MAGOH 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
49.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
100.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
92.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
85.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
85.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
83.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
83.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
81.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
81.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
81.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
80.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
80.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
79.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
78.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
78.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
78.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
77.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
75.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
75.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
75.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
75.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
74.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
74.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
74.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
74.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
73.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
73.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
73.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
73.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
73.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
73.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
72.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
72.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
72.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
72.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
72.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
72.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
71.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
71.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
71.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
70.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
70.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
70.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
69.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
69.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
69.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
69.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
69.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
68.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
68.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
68.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
68.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
68.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
68.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
68.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
67.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
67.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
67.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
67.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
66.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
66.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
66.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
66.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
65.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
65.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
65.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
65.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
65.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
65.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
65.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
65.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
65.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
65.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
65.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
64.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
64.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
64.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
64.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
64.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
63.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
63.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
63.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
63.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
63.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
63.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
62.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
62.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
62.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
62.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
62.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
62.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
62.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
62.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
61.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
61.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
61.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
60.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
60.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
60.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
60.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
60.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
60.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
60.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
60.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
60.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
60.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
60.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
59.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
59.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
59.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
59.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
59.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
59.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
59.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
59.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
59.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
59.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
59.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
59.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
59.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
58.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
58.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
58.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
58.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
58.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
58.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
58.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
58.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
58.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
58.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
58.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
58.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
58.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
58.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
58.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
58.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
58.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
57.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
57.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
57.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
57.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
57.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
57.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
57.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
57.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
57.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
57.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
57.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
57.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
57.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
57.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
57.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
57.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
57.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
56.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
56.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
56.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
56.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
56.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
56.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
56.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
56.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
55.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
55.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
55.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
55.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
55.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
55.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
55.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
54.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
54.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
54.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
54.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
54.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
54.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
54.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
54.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
54.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
54.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
54.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
54.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
54.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
54.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
54.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
54.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
54.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
53.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
53.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
53.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
53.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
53.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
53.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
53.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
53.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
53.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
52.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
52.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
52.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
52.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
52.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
52.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
52.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
52.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
52.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
52.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
52.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
52.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
51.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
51.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
51.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
51.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
51.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
51.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
51.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
51.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
51.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
51.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
51.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
51.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
51.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
51.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
51.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
51.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
51.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
51.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
51.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
50.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
50.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
50.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
50.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
50.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
50.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
50.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
50.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
50.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
50.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
50.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
50.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
50.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
50.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
50.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
50.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
50.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
50.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
49.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
49.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
49.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
49.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
49.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
49.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
49.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
49.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
49.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
49.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
49.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
49.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
49.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
49.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
49.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
49.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
49.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
49.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
49.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
49.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
48.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
48.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
48.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
48.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
48.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
48.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
48.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
48.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
48.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
48.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
48.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
48.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
48.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
48.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
47.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
47.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
47.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
47.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
47.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
47.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
47.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
47.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
47.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
47.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
47.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
47.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
47.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
47.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
47.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
46.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
46.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
46.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
46.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
46.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
46.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
46.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
46.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
46.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
46.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
46.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
46.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
46.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
46.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
46.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
46.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
45.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
45.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
45.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
45.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
45.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
45.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
45.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
45.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
45.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
45.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
45.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
45.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
44.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
44.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
44.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
44.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
44.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
44.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
44.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
44.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
44.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
44.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
44.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
44.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
44.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
44.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
44.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
44.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
44.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
44.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
44.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
44.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
44.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
44.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
44.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
44.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
43.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
43.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
43.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
43.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
43.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
43.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
42.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
42.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
42.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
42.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
42.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
42.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
42.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
42.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
42.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
42.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
41.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
41.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
41.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
41.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
41.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
41.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
41.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
41.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
41.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
41.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
41.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
41.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
40.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
40.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
40.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
40.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
40.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
40.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
40.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
40.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
40.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
40.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
40.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
39.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
39.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
39.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
39.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
39.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
39.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
39.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
39.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
39.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
39.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
39.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
39.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
39.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
38.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
38.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
38.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
38.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
38.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
38.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
38.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
38.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
38.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
38.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
38.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
37.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
37.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
37.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
37.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
37.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
37.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
37.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
37.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
37.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
37.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
37.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
36.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
36.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
36.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
36.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
36.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
36.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
36.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
36.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
36.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
36.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
36.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
36.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
36.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
36.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
36.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
35.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
35.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
35.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
35.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
35.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
35.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
35.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
35.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
35.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
35.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
35.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
34.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
34.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
34.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
34.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
34.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
34.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
34.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
34.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
34.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
34.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
34.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
33.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
33.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
33.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
33.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
33.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
33.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
33.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
33.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
33.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
33.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
33.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
32.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
32.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
32.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
32.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
32.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
32.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
31.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
31.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
31.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
31.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
30.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
30.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
30.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
30.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
30.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
30.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
30.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
30.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
30.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
29.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
29.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
29.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
29.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
28.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
28.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
28.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
27.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
27.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
27.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
27.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
27.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
27.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
25.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
24.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
24.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
23.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
23.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
23.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
23.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
22.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
22.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
22.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
21.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
20.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
20.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
19.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
18.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
17.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
17.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
16.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
15.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
12.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
12.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
10.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
MAGOH is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
59.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
155.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
146.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
91.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
90.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
87.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
84.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
81.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
81.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
81.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
81.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
79.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
78.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
78.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
78.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
75.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
74.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
74.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
74.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
72.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
72.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
72.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
70.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
70.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
69.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
68.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
67.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
67.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
66.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
66.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
66.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
66.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
66.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
66.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
65.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
65.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
64.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
64.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
64.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
63.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
63.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
63.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
62.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
62.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
62.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
59.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
59.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
59.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
58.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
58.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
58.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
57.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
56.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
56.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
55.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
54.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
54.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
53.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
53.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
53.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
52.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
52.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
51.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
51.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
50.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
50.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
50.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
50.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
50.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
49.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
49.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
49.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
49.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
49.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
49.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
47.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
47.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
47.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
46.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
46.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
46.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
45.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
45.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
45.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
44.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
44.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
44.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
42.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
42.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
41.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
41.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
40.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
39.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
38.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
38.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
37.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
36.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
32.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
31.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
29.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
MAGOH 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
43.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
124.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
122.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
106.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
89.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
87.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
83.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
83.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
82.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
82.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
81.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
81.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
80.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
80.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
78.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
74.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
74.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
74.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
73.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
73.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
72.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
72.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
71.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
70.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
70.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
70.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
70.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
69.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
69.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
68.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
68.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
68.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
66.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
66.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
64.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
64.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
64.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
64.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
64.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
63.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
63.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
62.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
62.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
62.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
62.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
61.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
61.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
61.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
60.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
60.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
59.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
59.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
59.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
59.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
58.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
58.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
57.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
57.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
57.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
57.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
56.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
56.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
55.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
55.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
55.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
55.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
55.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
54.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
54.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
54.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
54.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
54.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
54.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
53.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
53.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
53.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
53.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
53.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
53.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
53.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
53.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
52.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
52.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
52.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
52.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
51.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
51.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
51.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
51.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
50.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
50.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
50.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
50.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
50.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
50.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
49.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
49.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
49.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
49.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
49.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
49.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
49.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
49.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
49.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
49.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
48.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
48.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
48.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
48.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
48.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
48.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
47.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
47.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
47.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
47.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
47.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
47.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
47.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
47.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
46.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
46.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
46.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
46.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
46.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
45.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
45.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
45.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
45.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
45.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
45.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
44.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
44.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
44.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
44.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
44.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
44.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
44.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
44.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
44.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
44.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
43.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
43.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
43.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
43.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
43.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
42.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
42.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
42.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
42.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
42.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
41.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
41.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
41.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
41.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
41.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
40.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
40.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
40.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
40.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
40.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
40.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
39.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
39.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
39.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
39.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
39.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
39.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
38.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
38.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
38.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
38.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
38.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
37.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
37.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
37.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
37.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
37.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
37.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
37.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
37.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
37.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
36.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
36.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
36.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
36.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
36.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
36.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
35.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
35.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
35.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
35.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
35.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
34.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
34.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
34.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
34.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
33.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
33.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
33.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
33.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
33.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
33.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
33.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
33.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
32.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
32.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
32.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
32.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
32.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
32.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
32.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
32.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
32.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
31.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
31.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
31.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
30.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
30.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
30.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
30.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
29.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
29.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
29.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
29.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
28.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
28.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
27.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
27.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
27.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
26.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
26.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
25.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
25.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
25.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
24.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
24.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
24.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
24.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
24.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
24.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
23.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
23.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
23.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
22.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
22.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
22.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
22.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
22.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
21.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
20.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
20.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
20.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
20.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
20.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
19.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
18.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
18.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
17.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
17.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
16.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
15.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
15.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
14.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
14.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
14.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
13.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
13.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
13.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
13.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
12.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
10.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
10.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
9.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
8.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
7.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
6.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
6.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
0.8
CPT0077110003
Tumor
0.6
CPT0077320001
Normal
0.5
CPT0078990003
Tumor
0.5
CPT0086820003
Tumor
0.5
CPT0084560003
Tumor
0.5
CPT0012180003
Tumor
0.5
CPT0069160003
Tumor
0.4
CPT0024670003
Tumor
0.4
CPT0086360003
Tumor
0.4
CPT0025580004
Tumor
0.4
CPT0001260009
Tumor
0.4
CPT0076330003
Tumor
0.4
CPT0017850003
Tumor
0.4
CPT0075130003
Tumor
0.4
CPT0066470004
Tumor
0.4
CPT0006630003
Tumor
0.4
CPT0088630003
Tumor
0.4
CPT0017410003
Tumor
0.4
CPT0079410003
Tumor
0.3
CPT0065810003
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0081600003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0023690003
Tumor
0.3
CPT0024680001
Normal
0.3
CPT0026410003
Tumor
0.3
CPT0021240003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0088550004
Tumor
0.3
CPT0085670003
Tumor
0.3
CPT0023350003
Tumor
0.3
CPT0001180009
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0001540009
Tumor
0.3
CPT0075560003
Tumor
0.3
CPT0025290003
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0081990003
Tumor
0.2
CPT0092730003
Tumor
0.2
CPT0075170001
Normal
0.2
CPT0079300001
Normal
0.2
CPT0086870003
Tumor
0.2
CPT0078510003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0025350003
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0006900003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0088970003
Tumor
0.2
CPT0012640003
Normal
0.2
CPT0012370003
Tumor
0.2
CPT0015730003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0063630003
Tumor
0.2
CPT0081880003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0020120003
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0065930003
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0078930003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0088480003
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0002350011
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0079270003
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0012900004
Tumor
0.1
CPT0077490003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0025880003
Tumor
0.1
CPT0065870003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0092310003
Normal
0.1
CPT0075570001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0079510001
Normal
0.1
CPT0011410003
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0009020003
Normal
0.1
CPT0009000003
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0088900003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0014130001
Normal
0.0
CPT0063320003
Tumor
0.0
CPT0012920003
Normal
0.0
CPT0088640003
Normal
0.0
CPT0001270001
Normal
0.0
CPT0000640003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0012280003
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0076350001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0001500009
Tumor
0.0
CPT0086030003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0000780007
Tumor
0.0
CPT0065690003
Tumor
0.0
CPT0078800003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0000660001
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0069000003
Tumor
0.0
CPT0007320003
Tumor
0.0
CPT0023360001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0089020003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0025050003
Tumor
0.0
CPT0088500001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0089460004
Tumor
-0.1
CPT0086950003
Tumor
-0.1
CPT0089480003
Normal
-0.1
CPT0065430003
Tumor
-0.1
CPT0007860003
Tumor
-0.1
CPT0088570001
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0087040003
Tumor
-0.1
CPT0092290003
Tumor
-0.1
CPT0087050003
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0014470001
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0071150004
Tumor
-0.1
CPT0012290003
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0015810003
Tumor
-0.1
CPT0086830003
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0019990003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0001350001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0012550003
Tumor
-0.2
CPT0064370003
Tumor
-0.2
CPT0012090003
Normal
-0.2
CPT0088780001
Normal
-0.2
CPT0001190001
Normal
-0.2
CPT0078670001
Normal
-0.2
CPT0026420001
Normal
-0.2
CPT0012570003
Normal
-0.2
CPT0019160001
Normal
-0.2
CPT0069010001
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0006950001
Normal
-0.2
CPT0000790001
Normal
-0.2
CPT0088920001
Normal
-0.2
CPT0077140001
Normal
-0.2
CPT0092800003
Normal
-0.2
CPT0020020001
Normal
-0.3
CPT0078660003
Tumor
-0.3
CPT0014350001
Normal
-0.3
CPT0079000001
Normal
-0.3
CPT0002270011
Tumor
-0.3
CPT0000890001
Normal
-0.3
CPT0065450001
Normal
-0.3
CPT0066430001
Normal
-0.3
CPT0079180003
Tumor
-0.3
CPT0078530001
Normal
-0.5
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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
