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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.
ZMYND8 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
13.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
57.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
34.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
28.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
28.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
26.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
24.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
23.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
22.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
21.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
20.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
20.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
20.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
19.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
18.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
17.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
17.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
16.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
16.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
15.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
15.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
14.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
14.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
13.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
13.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
13.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
13.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
13.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
13.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
12.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
12.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
12.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
11.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
11.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
11.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
11.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
11.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
10.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
10.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
10.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
9.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
9.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
9.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
9.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
9.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
8.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
8.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
8.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
8.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
8.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
7.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
7.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
7.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
7.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
6.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
6.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
6.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
5.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
5.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
5.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
4.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
4.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
4.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
3.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 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.
ZMYND8 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
12.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
63.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
61.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
60.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
45.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
37.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
35.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
35.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
34.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
34.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
32.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
32.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
31.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
30.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
30.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
29.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
28.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
27.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
26.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
26.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
26.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
26.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
25.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
24.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
24.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
23.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
23.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
22.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
22.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
22.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
22.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
22.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
22.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
21.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
21.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
21.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
21.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
21.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
21.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
21.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
21.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
20.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
20.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
20.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
20.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
20.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
20.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
20.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
20.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
20.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
20.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
20.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
19.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
19.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
19.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
19.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
18.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
18.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
18.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
18.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
18.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
18.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
18.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
18.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
17.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
17.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
17.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
17.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
17.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
17.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
17.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
17.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
17.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
17.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
17.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
16.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
16.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
16.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
16.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
16.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
16.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
16.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
16.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
16.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
16.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
16.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
15.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
15.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
15.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
15.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
15.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
15.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
15.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
15.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
15.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
15.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
15.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
15.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
15.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
15.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
15.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
15.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
15.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
15.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
15.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
15.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
15.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
14.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
14.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
14.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
14.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
14.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
14.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
14.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
14.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
14.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
14.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
14.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
14.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
14.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
14.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
14.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
14.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
14.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
14.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
14.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
14.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
14.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
14.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
14.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
14.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
14.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
14.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
14.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
13.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
13.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
13.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
13.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
13.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
13.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
13.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
13.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
13.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
13.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
13.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
13.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
13.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
13.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
13.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
13.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
13.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
13.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
13.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
13.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
13.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
13.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
13.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
13.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
13.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
13.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
13.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
12.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
12.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
12.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
12.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
12.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
12.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
12.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
12.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
12.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
12.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
12.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
12.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
12.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
12.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
12.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
12.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
12.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
12.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
12.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
12.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
12.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
12.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
12.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
12.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
12.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
12.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
12.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
12.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
12.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
12.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
12.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
12.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
12.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
12.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
12.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
12.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
12.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
12.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
12.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
12.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
11.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
11.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
11.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
11.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
11.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
11.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
11.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
11.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
11.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
11.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
11.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
11.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
11.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
11.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
11.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
11.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
11.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
11.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
11.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
11.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
11.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
11.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
11.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
11.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
11.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
11.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
11.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
11.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
11.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
11.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
11.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
11.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
11.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
11.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
11.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
11.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
11.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
11.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
11.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
11.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
11.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
11.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
11.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
11.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
11.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
11.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
11.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
11.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
11.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
11.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
11.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
11.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
11.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
11.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
10.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
10.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
10.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
10.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
10.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
10.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
10.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
10.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
10.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
10.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
10.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
10.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
10.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
10.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
10.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
10.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
10.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
10.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
10.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
10.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
10.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
10.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
10.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
10.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
10.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
10.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
10.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
10.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
10.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
10.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
10.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
10.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
10.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
10.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
10.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
10.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
10.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
10.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
10.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
10.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
10.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
10.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
10.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
10.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
10.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
10.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
10.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
10.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
10.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
10.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
10.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
10.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
10.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
10.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
9.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
9.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
9.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
9.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
9.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
9.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
9.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
9.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
9.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
9.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
9.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
9.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
9.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
9.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
9.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
9.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
9.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
9.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
9.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
9.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
9.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
9.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
9.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
9.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
9.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
9.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
9.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
9.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
9.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
9.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
9.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
9.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
9.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
9.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
9.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
9.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
9.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
9.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
9.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
9.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
9.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
9.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
9.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
9.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
9.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
9.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
9.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
9.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
8.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
8.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
8.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
8.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
8.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
8.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
8.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
8.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
8.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
8.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
8.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
8.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
8.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
8.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
8.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
8.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
8.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
8.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
8.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
8.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
8.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
8.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
8.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
8.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
8.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
8.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
8.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
8.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
8.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
8.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
8.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
8.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
8.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
8.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
8.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
8.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
8.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
8.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
8.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
8.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
8.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
8.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
8.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
8.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
8.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
8.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
8.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
8.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
8.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
8.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
8.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
8.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
8.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
8.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
8.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
8.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
7.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
7.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
7.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
7.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
7.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
7.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
7.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
7.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
7.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
7.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
7.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
7.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
7.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
7.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
7.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
7.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
7.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
7.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
7.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
7.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
7.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
7.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
7.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
7.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
7.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
7.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
7.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
7.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
7.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
7.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
7.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
7.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
7.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
7.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
7.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
7.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
7.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
7.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
7.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
7.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
7.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
7.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
7.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
7.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
7.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
7.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
7.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
7.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
7.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
7.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
6.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
6.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
6.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
6.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
6.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
6.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
6.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
6.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
6.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
6.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
6.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
6.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
6.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
6.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
6.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
6.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
6.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
6.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
6.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
6.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
6.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
6.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
6.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
6.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
6.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
6.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
5.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
5.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
5.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
5.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
5.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
5.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
5.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
5.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
5.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
5.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
5.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
5.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
5.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
4.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
4.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
4.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
4.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
4.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
4.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
4.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
4.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
4.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
4.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
4.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
4.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
4.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
4.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
3.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
3.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZMYND8 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
17.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
80.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
67.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
49.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
42.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
41.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
38.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
36.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
32.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
30.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
29.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
28.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
28.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
27.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
27.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
26.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
25.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
24.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
24.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
24.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
23.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
23.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
22.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
21.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
21.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
21.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
21.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
21.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
21.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
19.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
19.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
19.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
18.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
16.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
16.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
15.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
15.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
15.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
15.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
15.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
15.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
14.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
14.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
14.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
13.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
13.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
13.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
13.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
13.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
13.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
13.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
13.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
12.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
12.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
12.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
12.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
12.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
12.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
12.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
11.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
11.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
11.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
11.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
11.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
11.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
11.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
11.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
11.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
11.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
10.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
10.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
10.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
10.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
10.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
10.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
10.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
10.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
10.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
10.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
10.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
9.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
9.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
9.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
9.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
9.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
9.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
9.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
9.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
9.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
8.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
8.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
8.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
8.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
8.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
7.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
7.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
7.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
6.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
6.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 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.
ZMYND8 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
14.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
77.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
58.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
51.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
46.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
42.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
40.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
39.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
39.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
36.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
34.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
34.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
33.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
31.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
31.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
31.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
31.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
30.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
28.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
28.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
27.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
27.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
27.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
26.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
26.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
26.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
25.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
25.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
25.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
25.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
25.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
24.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
23.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
23.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
22.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
22.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
22.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
21.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
21.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
21.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
21.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
21.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
20.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
20.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
19.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
19.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
19.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
19.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
19.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
19.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
19.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
19.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
18.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
18.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
18.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
18.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
18.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
18.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
18.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
18.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
18.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
17.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
17.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
17.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
17.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
17.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
17.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
17.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
17.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
17.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
17.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
16.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
16.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
16.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
16.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
16.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
16.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
15.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
15.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
15.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
15.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
15.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
15.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
15.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
15.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
15.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
15.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
15.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
15.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
15.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
15.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
15.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
15.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
15.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
15.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
14.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
14.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
14.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
14.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
14.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
14.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
14.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
14.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
14.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
14.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
14.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
14.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
13.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
13.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
13.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
13.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
13.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
13.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
13.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
13.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
13.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
13.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
13.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
13.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
13.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
13.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
13.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
13.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
13.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
13.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
13.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
13.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
13.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
13.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
12.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
12.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
12.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
12.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
12.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
12.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
12.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
12.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
12.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
12.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
12.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
12.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
12.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
12.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
12.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
12.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
12.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
12.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
11.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
11.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
11.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
11.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
11.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
11.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
11.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
11.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
11.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
11.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
11.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
11.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
11.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
11.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
11.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
11.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
11.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
11.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
11.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
11.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
11.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
11.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
11.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
11.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
11.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
10.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
10.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
10.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
10.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
10.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
10.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
10.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
10.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
10.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
10.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
10.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
10.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
10.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
10.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
10.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
10.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
10.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
10.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
10.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
10.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
10.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
10.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
10.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
10.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
10.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
9.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
9.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
9.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
9.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
9.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
9.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
9.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
9.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
9.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
9.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
9.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
9.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
9.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
9.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
9.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
8.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
8.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
8.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
8.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
8.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
8.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
8.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
8.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
8.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
8.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
8.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
8.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
8.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
8.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
8.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
7.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
7.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
7.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
7.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
7.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
7.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
7.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
7.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
7.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
7.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
7.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
7.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
7.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
7.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
7.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
7.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
7.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
6.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
6.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
6.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
6.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
6.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
6.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
6.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
6.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
6.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
6.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
6.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
6.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
6.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
6.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
5.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
5.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
5.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
5.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
5.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
5.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
5.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
5.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
5.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
4.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
4.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
4.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
4.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
4.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
4.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
4.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
4.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
3.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
3.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
3.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
3.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
3.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
2.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
2.1
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
0.9
CPT0009000003
Tumor
0.6
CPT0012180003
Tumor
0.6
CPT0077110003
Tumor
0.5
CPT0024670003
Tumor
0.5
CPT0014450004
Tumor
0.5
CPT0000780007
Tumor
0.5
CPT0001260009
Tumor
0.4
CPT0025580004
Tumor
0.4
CPT0079300001
Normal
0.4
CPT0012640003
Normal
0.4
CPT0092160003
Tumor
0.4
CPT0001180009
Tumor
0.4
CPT0012080003
Tumor
0.4
CPT0079510001
Normal
0.4
CPT0079180003
Tumor
0.4
CPT0017850003
Tumor
0.4
CPT0088630003
Tumor
0.3
CPT0084560003
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0001220008
Tumor
0.3
CPT0017410003
Tumor
0.3
CPT0011410003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0006440003
Tumor
0.3
CPT0026410003
Tumor
0.3
CPT0065690003
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0009020003
Normal
0.2
CPT0001230001
Normal
0.2
CPT0078510003
Tumor
0.2
CPT0086820003
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0075170001
Normal
0.2
CPT0078990003
Tumor
0.2
CPT0001270001
Normal
0.2
CPT0001550001
Normal
0.2
CPT0088640003
Normal
0.2
CPT0063630003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0081600003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0077320001
Normal
0.1
CPT0069000003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0064370003
Tumor
0.1
CPT0079410003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0014160003
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0007870001
Normal
0.1
CPT0019130003
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0079000001
Normal
0.1
CPT0065430003
Tumor
0.1
CPT0025920001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0088550004
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0001510001
Normal
0.1
CPT0065870003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0078660003
Tumor
0.1
CPT0012550003
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0081620001
Normal
0.1
CPT0088480003
Tumor
0.1
CPT0089460004
Tumor
0.1
CPT0088970003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0088500001
Normal
0.1
CPT0000660001
Normal
0.0
CPT0017450001
Normal
0.0
CPT0081990003
Tumor
0.0
CPT0075130003
Tumor
0.0
CPT0015730003
Tumor
0.0
CPT0078940001
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0015910003
Tumor
0.0
CPT0021240003
Tumor
0.0
CPT0076330003
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0025880003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0086830003
Normal
0.0
CPT0064400001
Normal
0.0
CPT0025230003
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0012280003
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0007320003
Tumor
0.0
CPT0002350011
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0086950003
Tumor
0.0
CPT0025290003
Tumor
0.0
CPT0000640003
Tumor
0.0
CPT0092790003
Tumor
0.0
CPT0025050003
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0007860003
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0002270011
Tumor
0.0
CPT0078530001
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0066520001
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0018250001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0065930003
Tumor
-0.1
CPT0012290003
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0078800003
Tumor
-0.1
CPT0088780001
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0087040003
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0006630003
Tumor
-0.1
CPT0023690003
Tumor
-0.1
CPT0077500001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0079380003
Tumor
-0.1
CPT0000790001
Normal
-0.1
CPT0025110003
Tumor
-0.1
CPT0007470001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0086030003
Tumor
-0.1
CPT0023710001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0020120003
Tumor
-0.1
CPT0092730003
Tumor
-0.1
CPT0089040001
Normal
-0.1
CPT0075560003
Tumor
-0.1
CPT0014350001
Normal
-0.1
CPT0065810003
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0066480003
Tumor
-0.1
CPT0013790003
Normal
-0.1
CPT0063320003
Tumor
-0.1
CPT0086360003
Tumor
-0.1
CPT0065450001
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0015810003
Tumor
-0.1
CPT0001350001
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0063640001
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0023350003
Tumor
-0.2
CPT0078930003
Tumor
-0.2
CPT0006730001
Normal
-0.2
CPT0092310003
Normal
-0.2
CPT0023360001
Normal
-0.2
CPT0076350001
Normal
-0.2
CPT0077140001
Normal
-0.2
CPT0087050003
Normal
-0.2
CPT0092290003
Tumor
-0.2
CPT0066430001
Normal
-0.2
CPT0001500009
Tumor
-0.2
CPT0006900003
Tumor
-0.2
CPT0092740003
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0081880003
Tumor
-0.2
CPT0024680001
Normal
-0.2
CPT0019990003
Tumor
-0.2
CPT0010170001
Normal
-0.2
CPT0026420001
Normal
-0.2
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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.