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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.
INO80E 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
35.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
113.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
87.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
68.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
64.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
55.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
54.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
53.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
49.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
48.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
47.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
47.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
45.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
45.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
45.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
44.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
43.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
41.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
41.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
40.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
40.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
40.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
40.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
40.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
38.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
38.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
35.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
35.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
34.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
34.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
33.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
32.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
31.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
31.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
31.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
31.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
29.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
29.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
29.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
29.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
29.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
28.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
27.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
27.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
26.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
26.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
26.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
25.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
24.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
24.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
22.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
22.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
22.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
22.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
21.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
20.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
19.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
18.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
18.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
17.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
17.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
17.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
14.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
13.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 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.
INO80E 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
37.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
73.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
68.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
67.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
67.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
65.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
64.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
64.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
64.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
64.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
63.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
62.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
62.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
62.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
62.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
61.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
61.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
59.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
58.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
58.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
57.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
57.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
57.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
56.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
56.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
56.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
55.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
55.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
55.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
54.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
54.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
54.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
53.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
53.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
53.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
53.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
52.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
52.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
52.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
52.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
51.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
51.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
51.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
51.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
51.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
51.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
51.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
51.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
50.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
50.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
50.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
50.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
50.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
50.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
50.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
50.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
49.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
49.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
49.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
49.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
49.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
49.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
49.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
48.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
48.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
48.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
48.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
48.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
47.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
47.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
47.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
47.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
47.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
47.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
47.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
47.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
47.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
46.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
46.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
46.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
46.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
46.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
46.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
45.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
45.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
45.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
45.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
45.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
45.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
44.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
44.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
44.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
44.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
44.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
44.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
44.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
44.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
44.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
44.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
44.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
44.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
44.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
44.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
43.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
43.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
43.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
43.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
43.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
43.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
43.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
43.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
43.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
43.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
43.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
43.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
43.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
43.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
43.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
42.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
42.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
42.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
42.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
42.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
42.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
42.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
42.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
42.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
42.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
42.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
42.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
42.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
42.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
42.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
42.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
42.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
42.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
42.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
42.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
41.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
41.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
41.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
41.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
41.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
41.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
41.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
41.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
41.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
41.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
41.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
41.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
41.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
41.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
41.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
41.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
41.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
41.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
41.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
41.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
41.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
41.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
41.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
41.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
40.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
40.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
40.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
40.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
40.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
40.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
40.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
40.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
40.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
40.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
40.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
40.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
40.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
40.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
40.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
40.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
40.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
40.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
40.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
40.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
40.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
39.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
39.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
39.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
39.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
39.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
39.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
39.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
39.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
39.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
39.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
39.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
39.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
39.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
39.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
39.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
39.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
39.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
39.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
39.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
39.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
39.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
39.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
39.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
39.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
39.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
39.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
39.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
39.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
39.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
38.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
38.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
38.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
38.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
38.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
38.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
38.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
38.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
38.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
38.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
38.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
38.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
38.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
38.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
38.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
38.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
38.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
38.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
38.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
38.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
37.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
37.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
37.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
37.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
37.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
37.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
37.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
37.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
37.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
37.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
37.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
37.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
37.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
37.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
37.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
37.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
37.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
37.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
37.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
37.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
37.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
36.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
36.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
36.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
36.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
36.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
36.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
36.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
36.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
36.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
36.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
36.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
36.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
36.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
36.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
36.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
36.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
36.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
36.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
36.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
36.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
36.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
36.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
36.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
36.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
36.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
36.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
36.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
35.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
35.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
35.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
35.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
35.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
35.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
35.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
35.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
35.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
35.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
35.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
35.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
35.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
35.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
35.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
35.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
35.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
35.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
35.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
35.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
35.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
35.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
35.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
34.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
34.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
34.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
34.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
34.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
34.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
34.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
34.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
34.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
34.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
34.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
34.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
34.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
34.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
34.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
34.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
34.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
34.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
34.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
34.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
34.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
34.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
34.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
34.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
34.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
34.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
34.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
34.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
33.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
33.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
33.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
33.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
33.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
33.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
33.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
33.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
33.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
33.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
33.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
33.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
33.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
33.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
33.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
32.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
32.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
32.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
32.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
32.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
32.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
32.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
32.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
32.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
32.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
32.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
32.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
32.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
32.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
32.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
32.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
32.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
32.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
32.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
32.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
32.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
32.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
32.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
32.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
32.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
32.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
31.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
31.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
31.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
31.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
31.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
31.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
31.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
31.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
31.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
31.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
31.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
31.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
31.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
31.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
31.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
30.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
30.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
30.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
30.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
30.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
30.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
30.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
30.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
30.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
30.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
30.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
29.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
29.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
29.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
29.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
29.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
29.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
29.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
29.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
29.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
29.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
29.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
29.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
29.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
29.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
29.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
29.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
29.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
29.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
29.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
29.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
28.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
28.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
28.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
28.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
28.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
28.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
28.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
28.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
28.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
28.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
28.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
28.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
28.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
28.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
28.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
28.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
28.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
28.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
28.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
28.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
27.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
27.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
27.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
27.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
27.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
27.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
27.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
27.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
27.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
27.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
27.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
27.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
26.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
26.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
26.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
26.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
26.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
26.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
26.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
26.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
26.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
26.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
25.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
25.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
25.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
25.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
25.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
25.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
25.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
24.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
24.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
24.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
24.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
24.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
23.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
23.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
23.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
23.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
23.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
23.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
23.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
23.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
23.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
23.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
23.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
23.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
23.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
23.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
23.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
22.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
22.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
22.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
22.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
21.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
21.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
21.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
21.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
20.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
20.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
20.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
19.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
19.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
19.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
19.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
18.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
18.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
17.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
17.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
17.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
17.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
17.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
17.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
16.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
16.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
16.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
16.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
15.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
15.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
14.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
14.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
12.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
12.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
10.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
INO80E 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
40.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
92.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
63.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
60.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
59.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
58.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
57.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
55.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
55.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
55.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
53.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
53.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
53.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
50.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
50.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
48.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
47.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
47.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
47.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
47.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
47.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
46.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
46.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
44.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
44.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
44.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
44.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
44.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
43.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
43.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
43.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
43.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
43.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
43.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
42.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
42.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
42.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
42.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
42.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
42.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
42.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
42.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
42.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
41.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
41.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
41.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
41.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
41.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
41.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
41.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
40.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
40.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
39.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
39.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
39.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
39.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
39.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
39.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
38.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
38.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
38.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
38.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
37.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
36.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
36.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
36.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
35.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
35.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
35.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
35.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
35.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
34.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
34.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
34.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
33.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
33.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
33.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
32.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
32.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
32.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
32.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
32.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
32.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
31.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
31.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
31.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
31.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
31.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
30.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
29.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
28.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
27.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
27.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
27.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
26.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
26.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
25.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
22.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
22.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
20.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
INO80E 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
49.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
159.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
143.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
126.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
109.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
108.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
103.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
103.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
103.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
100.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
100.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
95.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
95.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
94.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
92.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
92.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
92.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
92.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
89.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
89.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
88.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
85.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
83.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
83.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
81.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
81.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
79.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
78.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
77.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
76.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
76.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
74.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
73.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
72.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
72.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
72.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
72.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
71.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
71.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
71.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
70.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
70.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
69.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
68.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
68.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
68.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
67.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
67.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
67.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
66.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
65.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
65.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
65.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
65.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
64.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
63.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
62.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
61.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
61.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
60.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
60.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
60.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
60.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
59.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
59.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
59.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
59.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
58.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
58.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
58.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
58.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
58.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
58.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
57.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
57.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
57.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
56.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
56.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
56.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
56.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
56.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
56.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
56.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
55.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
55.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
55.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
55.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
55.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
54.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
54.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
54.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
54.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
53.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
53.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
53.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
53.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
53.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
53.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
53.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
52.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
52.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
52.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
52.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
52.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
52.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
52.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
52.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
51.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
51.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
51.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
51.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
51.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
50.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
50.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
50.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
50.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
50.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
50.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
50.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
50.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
49.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
49.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
49.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
49.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
49.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
48.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
48.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
48.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
48.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
48.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
47.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
47.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
47.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
46.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
46.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
46.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
46.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
46.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
46.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
46.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
46.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
45.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
45.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
45.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
45.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
45.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
45.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
45.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
45.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
45.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
45.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
44.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
44.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
44.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
44.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
44.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
44.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
44.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
43.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
43.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
43.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
43.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
43.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
42.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
42.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
42.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
42.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
42.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
42.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
42.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
42.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
41.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
41.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
41.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
41.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
41.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
41.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
41.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
41.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
40.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
40.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
40.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
40.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
39.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
39.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
39.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
39.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
39.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
39.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
39.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
39.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
39.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
39.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
38.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
38.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
38.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
38.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
38.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
38.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
38.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
37.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
37.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
37.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
37.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
37.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
37.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
37.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
37.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
37.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
36.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
36.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
36.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
36.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
36.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
36.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
36.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
35.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
35.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
35.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
35.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
35.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
35.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
35.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
35.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
34.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
34.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
34.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
34.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
34.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
34.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
34.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
34.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
33.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
33.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
33.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
33.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
33.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
33.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
32.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
32.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
32.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
32.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
31.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
31.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
31.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
30.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
30.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
30.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
30.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
30.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
30.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
29.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
29.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
29.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
28.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
28.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
28.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
27.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
27.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
27.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
27.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
27.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
26.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
26.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
26.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
25.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
24.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
22.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
22.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
22.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
21.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
20.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
19.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
19.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
18.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
17.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
16.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
15.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
2.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0066430001
Normal
1.7
CPT0077310003
Tumor
1.1
CPT0020020001
Normal
1.0
CPT0019990003
Tumor
0.9
CPT0006900003
Tumor
0.9
CPT0026420001
Normal
0.7
CPT0017410003
Tumor
0.5
CPT0088780001
Normal
0.5
CPT0010160003
Tumor
0.4
CPT0088760003
Tumor
0.4
CPT0087040003
Tumor
0.4
CPT0009060003
Tumor
0.4
CPT0006530001
Normal
0.4
CPT0006440003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0006630003
Tumor
0.3
CPT0063630003
Tumor
0.3
CPT0009020003
Normal
0.3
CPT0071150004
Tumor
0.3
CPT0009000003
Tumor
0.3
CPT0086950003
Tumor
0.3
CPT0001510001
Normal
0.3
CPT0092730003
Tumor
0.3
CPT0069160003
Tumor
0.3
CPT0092790003
Tumor
0.3
CPT0078830003
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0064370003
Tumor
0.2
CPT0079510001
Normal
0.2
CPT0025580004
Tumor
0.2
CPT0069190001
Normal
0.2
CPT0066470004
Tumor
0.2
CPT0086370003
Normal
0.2
CPT0012920003
Normal
0.2
CPT0001180009
Tumor
0.2
CPT0092160003
Tumor
0.1
CPT0092800003
Normal
0.1
CPT0077490003
Tumor
0.1
CPT0025880003
Tumor
0.1
CPT0088480003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0025050003
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0086870003
Tumor
0.1
CPT0002270011
Tumor
0.1
CPT0021240003
Tumor
0.1
CPT0065810003
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0081990003
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0078840001
Normal
0.0
CPT0014130001
Normal
0.0
CPT0015910003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0006730001
Normal
0.0
CPT0023690003
Tumor
0.0
CPT0001220008
Tumor
0.0
CPT0089020003
Tumor
0.0
CPT0017450001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0077500001
Normal
-0.1
CPT0088690003
Tumor
-0.1
CPT0025060001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0001190001
Normal
-0.1
CPT0079480003
Tumor
-0.1
CPT0064400001
Normal
-0.1
CPT0078530001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0002350011
Tumor
-0.1
CPT0023360001
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0075560003
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0014160003
Tumor
-0.2
CPT0002370001
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0023350003
Tumor
-0.2
CPT0092740003
Normal
-0.2
CPT0092290003
Tumor
-0.2
CPT0086890003
Normal
-0.2
CPT0010170001
Normal
-0.2
CPT0079410003
Tumor
-0.2
CPT0081620001
Normal
-0.2
CPT0088970003
Tumor
-0.2
CPT0063330001
Normal
-0.2
CPT0077320001
Normal
-0.2
CPT0026410003
Tumor
-0.2
CPT0025610001
Normal
-0.3
CPT0079430001
Normal
-0.3
CPT0088710001
Normal
-0.3
CPT0006950001
Normal
-0.3
CPT0063640001
Normal
-0.4
CPT0010120001
Normal
-0.4
CPT0010110003
Tumor
-0.5
CPT0081600003
Tumor
-0.5
CPT0001500009
Tumor
-0.5
CPT0078510003
Tumor
-0.6
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0076330003
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0007870001
Normal
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088550004
Tumor
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0069010001
Normal
N/A
CPT0001550001
Normal
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0079300001
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0000890001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
