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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.
TESK1 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
14.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
33.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
30.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
29.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
27.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
24.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
24.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
23.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
23.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
22.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
22.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
21.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
21.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
20.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
20.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
20.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
19.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
19.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
19.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
19.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
19.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
18.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
17.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
17.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
17.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
17.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
17.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
16.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
16.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
16.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
16.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
16.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
15.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
15.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
15.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
14.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
14.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
14.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
13.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
13.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
12.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
12.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
12.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
12.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
11.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
10.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
10.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
10.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
9.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
9.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
8.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
8.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
6.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
6.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
4.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
3.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 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.
TESK1 is potential prognostic, high expression is favorable 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
13.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
31.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
31.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
30.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
27.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
27.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
24.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
24.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
24.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
23.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
23.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
23.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
23.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
23.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
23.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
23.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
23.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
23.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
22.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
22.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
22.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
22.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
22.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
21.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
21.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
21.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
21.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
21.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
21.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
21.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
21.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
21.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
21.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
21.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
21.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
21.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
20.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
20.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
20.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
20.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
20.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
20.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
20.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
20.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
20.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
20.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
20.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
20.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
20.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
20.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
20.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
19.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
19.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
19.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
19.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
19.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
19.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
19.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
19.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
19.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
19.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
19.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
19.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
19.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
19.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
19.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
19.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
19.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
19.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
19.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
18.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
18.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
18.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
18.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
18.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
18.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
18.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
18.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
18.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
18.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
18.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
18.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
18.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
18.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
18.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
18.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
18.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
18.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
18.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
18.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
18.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
18.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
18.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
18.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
18.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
18.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
18.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
18.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
18.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
17.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
17.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
17.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
17.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
17.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
17.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
17.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
17.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
17.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
17.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
17.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
17.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
17.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
17.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
17.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
17.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
17.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
17.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
17.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
17.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
17.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
17.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
17.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
17.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
17.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
17.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
17.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
17.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
17.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
17.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
17.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
16.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
16.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
16.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
16.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
16.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
16.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
16.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
16.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
16.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
16.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
16.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
16.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
16.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
16.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
16.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
16.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
16.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
16.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
16.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
16.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
16.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
16.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
16.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
16.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
16.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
16.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
16.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
16.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
16.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
16.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
16.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
16.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
16.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
16.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
16.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
16.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
16.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
16.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
16.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
16.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
16.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
16.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
16.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
15.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
15.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
15.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
15.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
15.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
15.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
15.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
15.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
15.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
15.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
15.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
15.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
15.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
15.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
15.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
15.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
15.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
15.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
15.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
15.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
15.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
15.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
15.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
15.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
15.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
15.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
15.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
15.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
15.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
15.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
15.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
15.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
15.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
15.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
15.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
14.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
14.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
14.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
14.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
14.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
14.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
14.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
14.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
14.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
14.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
14.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
14.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
14.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
14.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
14.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
14.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
14.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
14.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
14.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
14.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
14.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
14.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
14.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
14.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
14.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
14.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
14.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
14.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
14.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
14.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
14.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
14.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
14.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
14.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
14.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
14.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
14.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
14.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
14.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
13.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
13.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
13.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
13.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
13.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
13.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
13.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
13.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
13.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
13.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
13.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
13.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
13.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
13.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
13.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
13.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
13.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
13.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
13.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
13.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
13.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
13.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
13.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
13.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
13.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
13.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
13.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
13.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
13.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
13.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
13.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
13.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
13.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
13.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
13.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
13.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
13.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
13.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
13.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
13.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
13.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
13.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
13.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
13.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
13.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
13.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
13.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
13.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
13.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
13.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
13.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
13.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
13.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
13.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
13.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
13.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
13.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
13.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
13.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
13.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
12.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
12.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
12.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
12.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
12.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
12.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
12.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
12.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
12.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
12.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
12.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
12.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
12.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
12.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
12.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
12.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
12.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
12.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
12.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
12.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
12.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
12.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
12.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
12.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
12.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
12.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
12.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
12.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
12.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
12.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
12.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
12.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
12.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
11.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
11.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
11.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
11.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
11.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
11.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
11.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
11.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
11.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
11.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
11.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
11.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
11.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
11.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
11.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
11.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
11.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
11.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
11.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
11.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
11.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
11.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
11.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
11.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
11.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
11.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
11.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
11.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
11.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
11.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
11.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
11.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
11.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
11.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
11.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
11.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
11.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
11.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
11.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
11.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
10.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
10.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
10.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
10.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
10.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
10.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
10.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
10.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
10.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
10.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
10.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
10.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
10.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
10.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
10.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
10.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
10.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
10.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
10.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
10.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
10.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
10.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
10.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
10.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
10.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
10.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
10.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
9.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
9.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
9.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
9.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
9.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
9.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
9.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
9.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
9.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
9.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
9.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
9.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
9.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
9.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
9.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
9.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
9.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
9.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
9.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
9.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
9.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
9.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
9.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
9.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
9.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
9.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
9.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
9.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
9.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
8.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
8.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
8.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
8.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
8.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
8.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
8.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
8.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
8.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
8.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
8.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
8.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
8.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
8.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
8.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
8.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
8.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
8.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
8.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
8.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
8.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
8.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
8.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
8.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
8.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
8.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
8.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
8.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
8.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
8.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
7.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
7.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
7.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
7.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
7.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
7.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
7.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
7.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
7.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
7.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
7.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
7.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
7.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
6.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
6.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
6.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
6.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
6.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
6.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
6.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
6.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
6.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
5.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
5.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
5.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
5.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
5.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
5.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
5.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
5.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
4.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
4.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
4.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
4.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
4.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
4.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
4.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
3.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
3.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
2.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
2.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
2.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
2.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
1.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
1.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
1.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
1.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TESK1 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
15.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
38.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
27.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
25.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
25.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
24.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
24.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
23.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
23.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
23.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
22.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
22.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
22.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
22.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
21.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
21.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
21.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
21.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
20.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
19.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
19.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
19.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
19.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
18.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
18.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
18.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
18.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
18.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
18.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
18.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
17.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
17.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
17.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
17.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
17.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
17.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
17.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
17.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
16.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
16.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
16.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
16.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
16.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
16.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
16.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
16.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
15.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
15.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
15.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
15.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
15.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
15.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
15.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
15.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
15.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
15.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
14.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
14.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
14.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
14.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
14.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
14.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
14.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
14.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
14.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
13.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
13.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
13.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
13.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
13.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
12.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
12.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
12.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
12.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
12.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
12.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
11.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
11.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
11.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
11.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
11.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
11.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
11.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
10.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
10.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
10.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
10.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
9.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
9.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
9.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
9.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
9.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
9.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
8.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
8.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
8.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
7.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
6.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
5.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 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.
TESK1 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
13.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
88.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
54.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
45.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
41.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
33.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
31.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
31.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
30.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
30.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
30.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
30.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
30.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
30.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
29.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
29.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
28.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
28.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
28.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
28.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
27.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
27.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
27.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
26.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
26.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
26.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
25.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
25.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
25.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
24.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
24.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
24.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
23.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
23.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
23.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
23.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
23.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
22.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
22.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
22.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
22.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
22.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
22.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
21.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
21.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
20.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
20.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
20.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
20.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
20.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
20.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
20.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
20.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
20.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
20.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
19.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
19.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
19.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
19.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
19.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
19.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
19.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
19.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
19.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
19.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
19.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
19.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
18.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
18.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
18.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
18.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
18.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
18.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
17.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
17.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
17.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
17.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
17.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
17.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
17.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
17.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
17.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
17.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
17.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
17.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
17.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
17.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
17.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
17.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
16.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
16.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
16.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
16.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
16.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
16.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
16.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
16.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
16.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
16.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
16.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
16.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
16.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
16.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
16.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
15.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
15.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
15.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
15.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
15.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
15.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
15.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
15.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
15.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
14.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
14.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
14.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
14.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
14.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
14.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
14.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
14.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
14.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
14.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
14.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
13.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
13.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
13.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
13.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
13.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
13.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
13.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
13.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
13.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
13.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
13.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
13.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
13.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
13.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
13.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
12.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
12.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
12.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
12.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
12.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
12.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
12.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
12.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
12.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
12.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
12.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
12.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
12.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
12.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
12.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
12.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
12.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
11.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
11.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
11.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
11.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
11.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
11.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
11.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
11.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
11.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
11.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
11.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
10.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
10.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
10.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
10.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
10.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
10.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
10.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
10.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
10.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
10.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
10.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
9.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
9.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
9.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
9.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
9.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
9.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
9.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
9.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
9.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
9.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
9.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
8.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
8.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
8.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
8.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
8.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
8.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
8.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
8.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
8.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
8.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
8.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
8.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
7.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
7.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
7.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
7.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
7.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
7.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
7.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
7.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
7.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
7.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
7.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
7.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
7.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
6.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
6.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
6.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
6.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
6.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
6.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
5.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
5.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
5.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
5.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
5.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
4.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
4.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
4.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
4.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
4.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
4.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
4.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
3.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
3.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
3.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
3.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
2.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
2.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
2.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
2.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
2.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
1.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
0.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
0.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0065750003
Tumor
0.9
CPT0075720003
Tumor
0.7
CPT0065930003
Tumor
0.6
CPT0066480003
Tumor
0.6
CPT0023710001
Normal
0.4
CPT0077500001
Normal
0.4
CPT0065690003
Tumor
0.3
CPT0001190001
Normal
0.3
CPT0078840001
Normal
0.3
CPT0023690003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0025290003
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0078830003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0092160003
Tumor
0.2
CPT0082010001
Normal
0.2
CPT0011410003
Tumor
0.2
CPT0075570001
Normal
0.2
CPT0063320003
Tumor
0.2
CPT0025170003
Tumor
0.1
CPT0086890003
Normal
0.1
CPT0063330001
Normal
0.1
CPT0086970003
Normal
0.1
CPT0077490003
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0000890001
Normal
0.1
CPT0015910003
Tumor
0.1
CPT0012290003
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0010170001
Normal
0.1
CPT0064400001
Normal
0.1
CPT0018250001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0012280003
Tumor
0.0
CPT0078990003
Tumor
0.0
CPT0000780007
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0065450001
Normal
0.0
CPT0001540009
Tumor
0.0
CPT0085670003
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0010160003
Tumor
0.0
CPT0012640003
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0015810003
Tumor
-0.1
CPT0079000001
Normal
-0.1
CPT0015730003
Tumor
-0.1
CPT0081880003
Tumor
-0.1
CPT0086950003
Tumor
-0.1
CPT0086870003
Tumor
-0.1
CPT0075560003
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0019160001
Normal
-0.1
CPT0081990003
Tumor
-0.1
CPT0066520001
Normal
-0.2
CPT0014370004
Tumor
-0.2
CPT0012180003
Tumor
-0.3
CPT0086030003
Tumor
-0.3
CPT0012080003
Tumor
-0.3
CPT0017850003
Tumor
-0.3
CPT0001180009
Tumor
-0.4
CPT0078800003
Tumor
-0.5
CPT0079230003
Tumor
-1.0
CPT0079380003
Tumor
-1.1
CPT0025230003
Tumor
-1.5
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0077140001
Normal
N/A
CPT0025050003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0024680001
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0012370003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0013790003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
