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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MYO1E 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
28.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
107.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
74.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
73.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
67.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
64.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
56.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
55.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
52.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
52.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
50.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
49.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
49.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
47.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
46.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
40.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
40.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
34.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
32.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
30.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
29.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
29.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
28.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
27.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
26.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
26.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
25.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
24.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
24.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
24.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
23.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
22.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
21.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
21.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
21.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
20.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
19.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
19.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
18.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
18.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
18.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
17.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
17.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
16.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
15.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
15.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
15.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
14.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
14.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
13.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
12.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
12.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
11.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
11.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
11.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
10.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
10.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
10.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
10.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
9.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
9.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
8.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
7.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
6.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MYO1E 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
36.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
147.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
140.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
107.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
102.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
101.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
100.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
92.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
90.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
89.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
87.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
87.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
86.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
84.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
84.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
82.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
80.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
79.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
79.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
78.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
75.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
74.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
74.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
73.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
72.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
72.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
71.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
70.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
70.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
69.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
68.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
68.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
68.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
66.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
66.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
65.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
65.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
65.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
65.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
64.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
63.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
62.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
62.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
62.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
62.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
61.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
61.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
61.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
60.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
60.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
59.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
59.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
59.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
59.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
58.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
58.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
58.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
58.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
57.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
57.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
56.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
56.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
55.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
55.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
55.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
55.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
54.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
54.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
54.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
53.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
53.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
53.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
53.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
52.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
52.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
52.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
51.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
51.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
50.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
50.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
50.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
50.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
50.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
50.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
49.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
49.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
49.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
49.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
49.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
49.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
49.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
49.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
49.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
49.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
48.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
48.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
48.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
48.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
48.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
48.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
48.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
48.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
47.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
47.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
47.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
47.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
47.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
47.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
46.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
46.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
46.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
46.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
46.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
46.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
46.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
46.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
46.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
45.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
45.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
45.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
45.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
44.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
44.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
44.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
44.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
44.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
44.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
44.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
44.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
44.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
44.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
43.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
43.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
43.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
43.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
42.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
42.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
42.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
42.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
42.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
42.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
42.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
42.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
42.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
41.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
41.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
41.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
41.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
41.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
41.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
41.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
41.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
40.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
40.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
40.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
40.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
40.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
40.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
40.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
40.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
40.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
40.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
40.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
40.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
40.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
40.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
40.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
40.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
40.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
40.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
40.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
40.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
40.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
40.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
40.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
39.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
39.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
39.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
39.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
39.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
39.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
39.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
39.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
39.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
39.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
38.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
38.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
38.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
38.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
38.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
38.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
37.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
37.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
37.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
37.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
37.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
37.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
37.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
37.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
37.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
37.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
37.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
36.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
36.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
36.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
36.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
36.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
36.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
36.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
35.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
35.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
35.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
35.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
35.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
35.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
35.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
35.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
35.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
35.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
35.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
35.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
35.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
35.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
34.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
34.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
34.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
34.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
34.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
34.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
34.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
34.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
34.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
34.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
34.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
34.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
34.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
34.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
34.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
33.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
33.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
33.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
33.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
33.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
33.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
33.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
33.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
33.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
33.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
33.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
33.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
33.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
32.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
32.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
32.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
32.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
32.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
32.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
32.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
31.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
31.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
31.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
31.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
31.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
31.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
31.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
31.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
31.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
31.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
31.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
31.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
31.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
31.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
31.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
30.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
30.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
30.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
30.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
30.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
30.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
30.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
30.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
30.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
30.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
30.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
30.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
30.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
30.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
30.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
29.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
29.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
29.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
29.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
29.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
29.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
29.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
29.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
29.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
29.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
29.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
29.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
29.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
29.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
29.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
29.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
29.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
28.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
28.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
28.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
28.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
28.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
28.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
28.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
28.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
28.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
28.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
28.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
28.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
28.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
28.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
28.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
28.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
28.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
27.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
27.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
27.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
27.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
27.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
27.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
27.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
27.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
27.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
27.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
27.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
27.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
27.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
27.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
27.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
27.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
27.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
26.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
26.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
26.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
26.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
26.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
26.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
26.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
26.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
26.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
26.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
26.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
26.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
26.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
26.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
26.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
26.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
26.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
26.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
26.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
26.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
26.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
26.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
26.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
26.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
25.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
25.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
25.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
25.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
25.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
25.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
25.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
25.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
25.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
25.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
25.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
25.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
25.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
25.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
25.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
25.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
25.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
24.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
24.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
24.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
24.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
24.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
24.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
24.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
24.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
24.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
24.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
24.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
24.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
24.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
24.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
24.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
24.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
24.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
23.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
23.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
23.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
23.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
23.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
23.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
23.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
23.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
23.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
23.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
23.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
23.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
22.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
22.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
22.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
22.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
22.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
22.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
22.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
22.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
22.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
22.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
22.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
22.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
22.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
22.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
22.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
22.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
22.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
21.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
21.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
21.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
21.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
21.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
21.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
21.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
21.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
21.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
21.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
21.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
21.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
21.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
21.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
21.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
21.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
21.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
20.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
20.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
20.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
20.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
20.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
20.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
20.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
20.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
20.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
20.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
20.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
20.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
20.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
20.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
20.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
20.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
20.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
20.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
20.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
20.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
19.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
19.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
19.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
19.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
19.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
19.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
19.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
19.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
19.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
19.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
18.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
18.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
18.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
18.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
18.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
18.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
17.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
17.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
17.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
17.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
17.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
16.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
16.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
16.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
16.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
16.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
16.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
16.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
16.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
16.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
16.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
15.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
15.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
15.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
15.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
14.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
14.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
14.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
14.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
14.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
13.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
13.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
13.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
13.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
12.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
12.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
11.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
11.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
11.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
10.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
10.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
9.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
8.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
8.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
8.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
6.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
5.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
3.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
MYO1E 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
51.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
139.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
126.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
115.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
113.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
92.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
90.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
86.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
84.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
80.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
79.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
77.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
77.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
76.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
76.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
74.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
73.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
73.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
68.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
68.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
67.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
67.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
67.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
67.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
66.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
62.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
62.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
61.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
61.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
60.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
59.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
58.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
56.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
56.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
55.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
53.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
52.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
51.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
50.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
50.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
49.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
49.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
49.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
48.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
48.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
48.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
48.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
47.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
47.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
47.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
47.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
46.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
46.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
45.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
45.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
44.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
44.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
43.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
43.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
43.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
43.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
42.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
42.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
41.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
41.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
41.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
41.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
40.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
40.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
39.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
39.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
39.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
38.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
38.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
38.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
37.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
36.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
35.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
34.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
34.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
33.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
33.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
33.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
33.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
33.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
31.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
30.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
30.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
28.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
28.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
27.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
27.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
26.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
26.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
26.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
24.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
23.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
22.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
21.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
19.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 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.
MYO1E 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
56.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
242.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
210.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
160.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
146.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
143.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
133.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
132.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
129.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
127.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
126.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
120.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
118.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
117.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
114.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
113.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
112.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
112.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
110.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
106.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
105.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
105.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
104.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
101.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
101.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
101.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
100.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
100.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
94.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
92.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
92.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
92.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
92.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
92.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
92.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
90.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
89.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
88.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
88.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
87.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
86.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
86.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
85.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
85.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
85.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
84.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
83.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
83.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
83.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
83.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
82.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
81.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
81.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
79.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
79.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
79.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
79.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
79.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
78.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
78.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
78.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
77.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
77.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
75.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
75.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
75.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
75.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
74.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
74.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
73.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
73.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
73.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
72.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
72.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
71.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
71.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
70.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
70.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
70.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
70.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
69.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
68.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
68.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
68.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
67.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
67.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
66.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
66.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
66.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
66.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
64.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
64.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
64.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
63.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
63.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
63.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
63.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
63.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
62.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
62.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
61.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
60.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
60.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
60.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
60.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
60.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
59.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
59.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
58.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
58.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
58.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
58.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
58.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
57.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
57.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
57.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
56.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
56.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
56.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
55.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
55.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
55.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
55.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
54.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
54.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
54.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
54.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
54.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
54.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
54.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
53.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
53.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
52.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
52.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
52.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
51.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
51.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
51.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
51.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
51.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
51.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
50.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
50.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
50.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
50.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
50.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
50.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
50.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
50.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
50.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
49.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
49.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
48.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
48.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
48.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
48.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
48.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
47.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
47.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
47.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
47.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
46.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
46.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
46.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
46.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
46.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
45.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
45.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
45.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
45.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
45.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
45.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
45.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
45.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
44.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
44.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
44.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
44.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
44.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
44.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
43.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
43.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
43.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
43.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
43.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
42.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
42.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
42.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
42.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
41.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
41.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
41.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
40.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
40.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
40.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
40.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
39.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
39.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
39.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
38.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
38.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
38.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
37.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
37.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
37.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
36.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
36.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
35.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
35.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
35.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
35.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
35.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
34.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
34.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
34.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
33.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
33.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
33.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
33.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
32.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
32.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
32.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
32.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
32.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
32.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
32.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
31.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
31.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
31.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
30.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
30.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
30.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
30.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
30.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
29.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
29.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
29.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
28.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
28.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
27.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
27.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
27.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
27.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
27.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
26.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
25.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
25.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
25.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
24.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
24.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
24.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
24.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
23.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
23.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
22.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
21.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
21.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
21.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
21.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
21.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
20.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
20.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
19.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
19.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
18.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
18.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
17.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
16.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
16.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
16.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
15.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
14.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
13.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
13.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
13.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
12.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
11.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
9.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
9.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
9.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
6.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
6.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
5.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
1.2
CPT0084560003
Tumor
0.9
CPT0017850003
Tumor
0.9
CPT0088550004
Tumor
0.8
CPT0001180009
Tumor
0.7
CPT0069000003
Tumor
0.6
CPT0066480003
Tumor
0.6
CPT0001260009
Tumor
0.6
CPT0088630003
Tumor
0.5
CPT0021240003
Tumor
0.5
CPT0019130003
Tumor
0.5
CPT0011240003
Tumor
0.4
CPT0075560003
Tumor
0.4
CPT0063630003
Tumor
0.4
CPT0000640003
Tumor
0.4
CPT0012370003
Tumor
0.4
CPT0011410003
Tumor
0.4
CPT0086870003
Tumor
0.4
CPT0065870003
Tumor
0.4
CPT0088970003
Tumor
0.4
CPT0012280003
Tumor
0.4
CPT0065430003
Tumor
0.4
CPT0092730003
Tumor
0.4
CPT0002270011
Tumor
0.4
CPT0077320001
Normal
0.4
CPT0088900003
Tumor
0.4
CPT0023350003
Tumor
0.4
CPT0015910003
Tumor
0.4
CPT0026410003
Tumor
0.4
CPT0009000003
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0088480003
Tumor
0.3
CPT0081990003
Tumor
0.3
CPT0076330003
Tumor
0.3
CPT0025230003
Tumor
0.3
CPT0025170003
Tumor
0.3
CPT0085670003
Tumor
0.3
CPT0015810003
Tumor
0.3
CPT0007320003
Tumor
0.3
CPT0081600003
Tumor
0.3
CPT0084590001
Normal
0.3
CPT0078660003
Tumor
0.3
CPT0079230003
Tumor
0.3
CPT0078510003
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0075720003
Tumor
0.3
CPT0079380003
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0025880003
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0087040003
Tumor
0.2
CPT0006900003
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0079410003
Tumor
0.2
CPT0078800003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0081880003
Tumor
0.2
CPT0089020003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0009060003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0077490003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0089460004
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0064370003
Tumor
0.1
CPT0012180003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0014450004
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0007860003
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0012550003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0017410003
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0078930003
Tumor
0.1
CPT0019990003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0069160003
Tumor
0.0
CPT0014160003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0020120003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0063320003
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0002350011
Tumor
0.0
CPT0065450001
Normal
-0.1
CPT0025580004
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0078830003
Tumor
-0.1
CPT0077140001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0077310003
Tumor
-0.1
CPT0014130001
Normal
-0.1
CPT0017450001
Normal
-0.1
CPT0077110003
Tumor
-0.1
CPT0088710001
Normal
-0.1
CPT0014470001
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0006440003
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0065750003
Tumor
-0.1
CPT0012290003
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0000870016
Tumor
-0.1
CPT0023360001
Normal
-0.2
CPT0012090003
Normal
-0.2
CPT0092310003
Normal
-0.2
CPT0075570001
Normal
-0.2
CPT0009020003
Normal
-0.2
CPT0079300001
Normal
-0.2
CPT0088690003
Tumor
-0.2
CPT0088920001
Normal
-0.2
CPT0066430001
Normal
-0.2
CPT0010110003
Tumor
-0.2
CPT0086360003
Tumor
-0.2
CPT0082010001
Normal
-0.2
CPT0089040001
Normal
-0.2
CPT0066520001
Normal
-0.2
CPT0012920003
Normal
-0.2
CPT0001500009
Tumor
-0.2
CPT0088640003
Normal
-0.2
CPT0007870001
Normal
-0.2
CPT0092740003
Normal
-0.2
CPT0006950001
Normal
-0.2
CPT0002370001
Normal
-0.2
CPT0063330001
Normal
-0.2
CPT0089480003
Normal
-0.2
CPT0086890003
Normal
-0.2
CPT0086370003
Normal
-0.2
CPT0079430001
Normal
-0.2
CPT0006730001
Normal
-0.2
CPT0010170001
Normal
-0.2
CPT0064400001
Normal
-0.2
CPT0020130001
Normal
-0.2
CPT0007470001
Normal
-0.2
CPT0024680001
Normal
-0.2
CPT0087050003
Normal
-0.2
CPT0079180003
Tumor
-0.2
CPT0014350001
Normal
-0.2
CPT0012640003
Normal
-0.3
CPT0092800003
Normal
-0.3
CPT0012570003
Normal
-0.3
CPT0025610001
Normal
-0.3
CPT0026420001
Normal
-0.3
CPT0025920001
Normal
-0.3
CPT0078840001
Normal
-0.3
CPT0012900004
Tumor
-0.3
CPT0088780001
Normal
-0.3
CPT0001550001
Normal
-0.3
CPT0086970003
Normal
-0.3
CPT0078670001
Normal
-0.3
CPT0009080003
Normal
-0.3
CPT0078530001
Normal
-0.3
CPT0065810003
Tumor
-0.3
CPT0001350001
Normal
-0.3
CPT0079000001
Normal
-0.3
CPT0081620001
Normal
-0.3
CPT0001230001
Normal
-0.4
CPT0077500001
Normal
-0.4
CPT0000790001
Normal
-0.4
CPT0023710001
Normal
-0.4
CPT0088500001
Normal
-0.4
CPT0078940001
Normal
-0.4
CPT0012770003
Normal
-0.4
CPT0015730003
Tumor
-0.6
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
