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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.
AKAP8L 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
14.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
41.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
39.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
33.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
30.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
29.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
26.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
25.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
23.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
22.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
21.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
20.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
20.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
19.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
18.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
18.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
18.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
18.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
18.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
18.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
17.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
17.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
16.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
16.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
16.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
15.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
14.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
14.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
14.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
14.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
14.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
13.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
13.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
13.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
13.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
13.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
12.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
11.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
11.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
11.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
11.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
10.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
10.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
10.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
10.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
10.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
10.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
9.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
9.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
9.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
9.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
8.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
8.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
8.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
7.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
7.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
7.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
7.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
6.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
6.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
6.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
2.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
AKAP8L 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
10.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
25.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
24.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
23.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
21.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
21.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
20.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
20.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
19.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
19.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
19.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
19.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
18.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
18.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
18.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
18.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
18.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
18.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
17.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
17.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
17.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
17.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
17.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
17.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
17.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
17.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
17.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
17.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
17.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
16.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
16.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
16.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
16.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
16.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
16.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
16.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
16.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
16.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
16.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
16.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
16.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
16.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
16.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
16.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
16.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
15.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
15.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
15.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
15.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
15.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
15.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
15.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
15.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
15.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
15.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
15.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
15.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
15.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
15.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
15.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
14.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
14.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
14.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
14.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
14.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
14.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
14.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
14.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
14.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
14.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
14.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
14.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
14.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
14.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
14.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
14.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
14.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
14.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
14.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
14.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
14.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
14.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
14.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
14.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
14.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
14.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
14.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
14.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
14.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
14.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
14.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
14.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
14.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
14.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
13.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
13.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
13.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
13.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
13.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
13.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
13.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
13.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
13.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
13.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
13.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
13.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
13.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
13.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
13.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
13.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
13.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
13.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
13.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
13.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
13.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
13.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
13.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
13.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
13.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
13.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
13.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
13.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
13.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
13.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
13.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
13.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
12.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
12.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
12.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
12.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
12.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
12.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
12.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
12.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
12.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
12.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
12.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
12.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
12.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
12.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
12.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
12.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
12.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
12.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
12.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
12.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
12.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
12.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
12.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
12.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
12.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
12.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
12.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
12.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
12.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
12.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
12.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
12.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
12.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
12.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
12.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
11.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
11.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
11.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
11.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
11.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
11.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
11.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
11.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
11.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
11.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
11.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
11.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
11.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
11.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
11.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
11.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
11.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
11.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
11.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
11.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
11.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
11.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
11.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
11.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
11.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
11.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
11.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
11.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
11.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
11.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
11.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
11.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
11.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
11.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
11.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
11.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
11.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
11.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
11.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
11.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
11.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
11.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
11.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
11.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
11.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
11.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
11.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
11.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
11.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
10.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
10.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
10.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
10.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
10.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
10.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
10.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
10.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
10.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
10.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
10.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
10.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
10.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
10.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
10.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
10.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
10.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
10.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
10.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
10.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
10.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
10.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
10.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
10.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
10.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
10.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
10.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
10.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
10.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
10.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
10.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
10.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
10.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
10.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
10.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
10.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
10.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
10.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
10.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
10.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
10.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
10.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
10.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
10.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
10.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
10.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
10.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
10.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
10.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
10.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
10.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
9.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
9.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
9.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
9.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
9.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
9.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
9.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
9.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
9.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
9.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
9.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
9.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
9.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
9.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
9.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
9.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
9.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
9.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
9.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
9.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
9.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
9.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
9.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
9.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
9.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
9.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
9.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
9.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
9.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
9.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
9.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
9.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
9.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
9.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
9.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
9.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
9.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
9.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
9.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
9.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
9.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
9.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
9.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
9.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
9.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
9.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
9.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
9.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
9.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
9.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
9.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
9.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
9.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
9.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
9.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
9.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
9.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
9.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
9.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
9.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
9.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
9.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
9.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
9.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
8.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
8.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
8.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
8.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
8.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
8.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
8.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
8.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
8.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
8.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
8.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
8.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
8.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
8.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
8.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
8.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
8.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
8.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
8.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
8.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
8.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
8.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
8.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
8.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
8.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
8.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
8.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
8.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
8.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
8.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
8.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
8.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
8.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
8.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
8.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
8.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
8.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
8.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
8.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
8.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
8.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
8.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
8.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
8.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
8.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
8.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
7.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
7.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
7.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
7.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
7.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
7.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
7.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
7.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
7.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
7.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
7.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
7.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
7.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
7.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
7.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
7.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
7.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
7.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
7.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
7.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
7.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
7.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
7.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
7.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
7.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
7.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
7.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
7.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
7.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
7.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
7.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
7.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
7.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
7.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
7.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
7.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
7.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
7.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
7.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
7.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
7.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
7.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
7.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
7.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
7.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
7.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
7.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
7.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
7.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
7.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
6.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
6.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
6.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
6.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
6.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
6.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
6.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
6.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
6.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
6.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
6.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
6.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
6.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
6.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
6.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
6.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
6.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
6.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
6.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
6.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
6.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
6.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
6.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
6.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
6.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
6.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
6.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
6.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
6.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
6.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
6.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
6.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
6.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
6.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
6.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
6.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
6.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
6.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
6.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
6.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
6.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
6.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
6.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
6.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
6.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
6.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
6.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
5.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
5.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
5.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
5.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
5.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
5.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
5.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
5.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
5.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
5.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
5.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
5.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
5.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
5.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
5.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
5.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
5.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
5.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
5.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
5.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
5.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
5.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
5.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
5.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
4.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
4.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
4.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
4.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
4.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
4.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
4.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
4.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
3.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
3.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
3.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
3.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
3.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
3.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
2.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
2.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
2.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
2.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
2.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
1.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
1.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 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.
AKAP8L 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
13.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
25.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
24.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
24.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
23.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
23.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
21.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
21.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
19.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
18.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
18.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
18.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
18.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
18.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
18.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
17.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
17.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
17.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
17.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
16.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
16.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
16.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
16.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
16.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
16.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
16.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
15.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
15.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
15.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
15.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
15.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
15.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
15.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
14.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
14.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
14.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
14.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
14.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
14.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
13.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
13.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
13.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
13.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
13.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
13.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
13.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
13.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
13.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
13.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
12.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
12.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
12.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
12.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
12.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
12.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
12.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
12.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
12.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
12.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
12.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
12.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
12.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
12.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
11.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
11.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
11.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
11.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
11.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
11.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
11.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
10.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
10.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
10.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
10.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
10.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
10.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
10.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
10.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
10.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
10.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
9.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
9.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
9.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
9.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
9.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
9.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
9.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
9.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
9.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
9.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
8.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
8.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
8.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
8.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
8.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
8.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
8.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
7.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
7.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
7.4
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.
AKAP8L 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
14.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
61.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
61.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
60.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
42.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
39.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
38.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
38.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
38.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
37.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
36.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
36.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
36.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
33.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
33.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
32.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
31.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
30.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
29.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
28.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
28.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
28.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
28.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
27.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
26.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
26.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
25.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
24.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
24.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
24.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
24.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
24.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
24.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
24.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
24.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
24.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
24.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
24.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
23.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
23.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
22.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
22.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
22.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
22.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
22.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
21.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
21.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
21.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
20.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
20.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
20.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
20.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
20.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
20.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
20.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
20.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
19.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
19.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
19.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
19.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
19.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
19.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
19.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
19.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
19.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
19.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
19.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
19.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
19.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
19.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
18.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
18.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
18.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
18.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
18.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
18.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
18.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
18.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
17.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
17.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
17.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
17.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
17.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
17.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
17.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
17.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
17.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
17.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
17.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
17.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
17.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
17.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
17.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
16.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
16.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
16.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
16.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
16.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
16.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
16.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
16.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
16.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
16.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
16.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
16.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
15.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
15.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
15.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
15.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
15.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
15.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
15.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
14.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
14.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
14.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
14.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
14.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
14.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
14.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
14.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
14.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
14.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
14.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
14.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
14.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
14.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
14.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
13.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
13.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
13.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
13.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
13.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
13.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
13.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
13.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
13.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
13.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
13.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
13.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
13.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
13.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
13.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
13.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
13.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
13.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
12.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
12.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
12.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
12.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
12.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
12.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
12.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
12.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
12.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
12.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
12.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
12.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
12.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
12.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
12.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
12.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
12.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
12.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
11.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
11.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
11.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
11.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
11.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
11.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
11.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
11.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
11.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
11.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
11.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
11.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
11.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
11.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
11.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
10.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
10.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
10.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
10.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
10.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
10.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
10.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
10.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
10.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
10.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
10.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
10.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
10.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
9.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
9.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
9.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
9.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
9.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
9.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
9.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
9.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
9.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
8.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
8.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
8.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
8.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
8.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
8.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
8.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
8.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
8.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
8.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
8.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
8.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
8.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
8.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
8.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
8.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
8.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
7.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
7.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
7.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
7.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
7.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
7.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
7.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
7.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
7.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
7.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
7.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
7.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
7.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
7.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
7.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
6.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
6.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
6.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
6.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
6.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
6.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
6.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
6.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
6.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
6.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
5.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
5.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
5.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
5.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
5.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
5.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
5.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
5.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
4.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
3.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
3.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
3.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
3.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
2.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
2.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
2.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079510001
Normal
0.7
CPT0001340003
Tumor
0.7
CPT0088550004
Tumor
0.5
CPT0012550003
Tumor
0.5
CPT0079180003
Tumor
0.5
CPT0078660003
Tumor
0.5
CPT0092190003
Normal
0.5
CPT0079300001
Normal
0.5
CPT0088970003
Tumor
0.5
CPT0069160003
Tumor
0.4
CPT0075130003
Tumor
0.4
CPT0001230001
Normal
0.4
CPT0012640003
Normal
0.4
CPT0085670003
Tumor
0.4
CPT0001270001
Normal
0.4
CPT0001260009
Tumor
0.4
CPT0075170001
Normal
0.3
CPT0017410003
Tumor
0.3
CPT0007870001
Normal
0.3
CPT0077320001
Normal
0.3
CPT0012180003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0084590001
Normal
0.3
CPT0001550001
Normal
0.3
CPT0009060003
Tumor
0.3
CPT0014470001
Normal
0.3
CPT0001180009
Tumor
0.3
CPT0010120001
Normal
0.3
CPT0017850003
Tumor
0.2
CPT0009020003
Normal
0.2
CPT0002370001
Normal
0.2
CPT0086830003
Normal
0.2
CPT0063330001
Normal
0.2
CPT0079000001
Normal
0.2
CPT0088630003
Tumor
0.2
CPT0017450001
Normal
0.2
CPT0019160001
Normal
0.2
CPT0001510001
Normal
0.2
CPT0088640003
Normal
0.2
CPT0065820001
Normal
0.2
CPT0000660001
Normal
0.2
CPT0078990003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0012920003
Normal
0.2
CPT0078530001
Normal
0.1
CPT0014350001
Normal
0.1
CPT0086890003
Normal
0.1
CPT0086370003
Normal
0.1
CPT0086870003
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0020130001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0081880003
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0088690003
Tumor
0.1
CPT0000640003
Tumor
0.1
CPT0079410003
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0064400001
Normal
0.1
CPT0024680001
Normal
0.1
CPT0092160003
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0069190001
Normal
0.1
CPT0007470001
Normal
0.1
CPT0071150004
Tumor
0.1
CPT0084560003
Tumor
0.1
CPT0092800003
Normal
0.1
CPT0088500001
Normal
0.1
CPT0012570003
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0089480003
Normal
0.1
CPT0088920001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0006730001
Normal
0.1
CPT0000790001
Normal
0.1
CPT0078940001
Normal
0.1
CPT0011240003
Tumor
0.1
CPT0025060001
Normal
0.1
CPT0077110003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0088900003
Tumor
0.1
CPT0078670001
Normal
0.1
CPT0001350001
Normal
0.1
CPT0025610001
Normal
0.1
CPT0066470004
Tumor
0.1
CPT0089460004
Tumor
0.1
CPT0000780007
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0014130001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0006630003
Tumor
0.0
CPT0006900003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0025050003
Tumor
0.0
CPT0079430001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0079380003
Tumor
0.0
CPT0078510003
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0009000003
Tumor
0.0
CPT0006440003
Tumor
0.0
CPT0000870016
Tumor
0.0
CPT0025350003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0081620001
Normal
0.0
CPT0015910003
Tumor
0.0
CPT0065450001
Normal
0.0
CPT0081600003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0065870003
Tumor
0.0
CPT0001540009
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0076330003
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0077140001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0082010001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0078840001
Normal
0.0
CPT0063630003
Tumor
0.0
CPT0088710001
Normal
0.0
CPT0075720003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0002350011
Tumor
-0.1
CPT0076350001
Normal
-0.1
CPT0023350003
Tumor
-0.1
CPT0012370003
Tumor
-0.1
CPT0011410003
Tumor
-0.1
CPT0024670003
Tumor
-0.1
CPT0065690003
Tumor
-0.1
CPT0025880003
Tumor
-0.1
CPT0007320003
Tumor
-0.1
CPT0092740003
Normal
-0.1
CPT0088480003
Tumor
-0.1
CPT0018250001
Normal
-0.1
CPT0002270011
Tumor
-0.1
CPT0078830003
Tumor
-0.1
CPT0066430001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0015810003
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0025290003
Tumor
-0.1
CPT0012090003
Normal
-0.1
CPT0021240003
Tumor
-0.1
CPT0023690003
Tumor
-0.1
CPT0069010001
Normal
-0.1
CPT0086360003
Tumor
-0.1
CPT0012770003
Normal
-0.1
CPT0078930003
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0012900004
Tumor
-0.1
CPT0081990003
Tumor
-0.1
CPT0092790003
Tumor
-0.1
CPT0026420001
Normal
-0.1
CPT0079480003
Tumor
-0.2
CPT0079270003
Tumor
-0.2
CPT0065930003
Tumor
-0.2
CPT0025230003
Tumor
-0.2
CPT0019990003
Tumor
-0.2
CPT0079230003
Tumor
-0.2
CPT0075560003
Tumor
-0.2
CPT0020120003
Tumor
-0.2
CPT0063320003
Tumor
-0.2
CPT0014160003
Tumor
-0.3
CPT0069000003
Tumor
-0.3
CPT0025110003
Tumor
-0.3
CPT0086030003
Tumor
-0.3
CPT0065810003
Tumor
-0.3
CPT0064370003
Tumor
-0.3
CPT0001500009
Tumor
-0.3
CPT0086950003
Tumor
-0.3
CPT0065750003
Tumor
-0.4
CPT0007860003
Tumor
-0.4
CPT0015730003
Tumor
-0.5
CPT0078800003
Tumor
-0.5
CPT0092290003
Tumor
-0.6
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
