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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.
CEP70 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
15.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
32.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
31.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
30.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
29.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
28.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
28.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
27.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
27.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
26.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
25.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
24.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
24.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
22.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
21.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
21.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
20.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
20.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
19.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
18.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
18.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
18.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
18.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
18.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
17.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
17.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
17.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
16.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
16.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
15.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
15.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
15.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
14.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
13.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
13.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
13.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
12.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
12.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
12.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
11.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
11.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
11.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
10.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
10.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
10.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
10.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
9.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
9.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
8.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
8.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
8.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
7.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
7.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
6.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
6.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
6.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
5.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
5.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
5.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
4.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
4.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
3.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
3.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
3.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CEP70 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
52.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
46.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
36.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
36.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
33.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
33.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
31.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
30.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
29.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
29.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
28.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
27.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
27.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
26.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
26.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
25.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
25.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
25.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
24.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
24.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
24.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
23.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
22.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
22.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
22.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
22.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
22.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
21.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
21.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
21.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
20.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
20.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
20.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
20.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
20.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
20.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
20.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
20.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
19.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
19.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
19.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
18.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
18.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
18.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
18.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
18.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
18.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
18.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
18.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
17.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
17.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
17.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
17.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
17.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
17.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
17.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
16.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
16.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
16.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
16.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
16.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
16.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
16.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
16.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
16.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
16.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
16.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
16.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
16.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
16.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
16.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
16.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
16.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
16.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
16.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
16.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
16.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
16.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
16.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
16.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
15.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
15.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
15.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
15.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
15.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
15.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
15.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
15.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
15.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
15.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
14.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
14.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
14.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
14.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
14.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
14.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
14.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
14.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
14.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
14.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
14.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
14.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
14.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
14.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
14.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
14.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
14.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
14.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
14.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
14.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
14.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
14.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
14.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
14.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
14.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
13.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
13.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
13.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
13.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
13.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
13.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
13.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
13.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
13.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
13.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
13.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
13.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
13.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
13.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
13.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
13.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
13.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
13.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
13.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
13.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
13.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
13.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
13.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
13.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
12.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
12.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
12.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
12.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
12.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
12.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
12.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
12.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
12.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
12.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
12.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
12.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
12.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
12.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
12.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
12.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
12.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
12.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
12.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
12.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
12.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
12.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
12.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
12.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
12.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
12.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
12.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
12.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
12.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
12.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
12.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
11.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
11.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
11.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
11.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
11.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
11.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
11.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
11.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
11.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
11.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
11.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
11.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
11.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
11.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
11.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
11.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
11.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
11.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
11.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
11.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
11.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
11.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
11.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
11.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
11.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
11.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
11.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
11.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
11.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
11.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
11.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
10.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
10.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
10.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
10.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
10.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
10.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
10.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
10.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
10.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
10.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
10.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
10.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
10.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
10.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
10.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
10.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
10.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
10.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
10.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
10.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
10.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
10.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
10.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
10.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
10.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
10.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
10.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
10.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
10.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
10.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
10.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
10.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
10.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
10.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
10.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
10.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
10.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
10.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
10.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
10.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
10.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
10.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
10.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
9.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
9.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
9.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
9.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
9.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
9.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
9.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
9.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
9.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
9.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
9.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
9.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
9.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
9.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
9.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
9.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
9.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
9.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
9.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
9.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
9.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
9.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
9.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
9.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
9.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
9.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
9.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
9.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
9.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
9.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
9.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
9.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
9.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
9.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
9.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
9.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
9.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
9.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
9.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
9.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
9.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
9.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
9.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
9.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
9.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
9.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
9.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
9.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
9.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
9.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
9.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
9.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
9.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
9.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
9.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
9.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
9.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
8.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
8.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
8.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
8.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
8.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
8.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
8.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
8.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
8.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
8.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
8.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
8.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
8.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
8.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
8.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
8.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
8.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
8.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
8.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
8.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
8.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
8.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
8.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
8.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
8.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
8.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
8.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
8.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
8.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
8.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
8.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
8.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
8.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
8.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
8.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
8.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
8.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
8.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
8.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
8.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
8.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
7.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
7.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
7.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
7.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
7.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
7.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
7.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
7.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
7.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
7.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
7.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
7.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
7.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
7.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
7.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
7.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
7.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
7.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
7.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
7.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
7.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
7.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
7.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
7.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
7.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
7.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
7.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
7.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
7.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
7.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
7.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
7.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
7.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
7.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
7.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
7.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
7.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
7.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
7.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
7.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
7.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
7.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
7.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
7.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
7.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
7.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
7.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
7.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
7.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
6.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
6.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
6.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
6.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
6.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
6.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
6.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
6.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
6.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
6.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
6.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
6.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
6.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
6.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
6.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
6.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
6.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
6.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
6.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
6.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
6.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
6.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
6.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
6.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
6.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
6.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
6.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
6.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
6.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
6.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
6.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
6.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
6.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
6.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
6.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
6.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
5.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
5.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
5.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
5.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
5.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
5.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
5.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
5.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
5.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
5.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
5.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
5.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
5.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
5.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
5.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
5.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
5.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
5.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
5.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
5.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
5.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
5.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
5.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
5.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
5.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
5.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
5.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
5.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
5.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
5.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
5.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
5.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
5.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
5.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
5.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
5.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
5.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
5.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
5.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
4.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
4.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
4.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
4.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
4.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
4.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
4.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
4.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
4.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
4.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
4.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
4.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
4.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
4.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
4.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
4.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
4.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
4.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
4.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
4.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
4.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
4.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
4.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
4.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
4.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
4.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
4.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
4.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
4.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
4.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
3.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
3.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
3.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
3.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
3.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
3.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
3.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
3.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
3.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
3.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
3.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
3.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
3.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
3.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
2.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
2.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
2.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
2.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
2.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 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.
CEP70 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
16.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
51.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
48.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
43.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
43.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
38.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
38.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
31.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
30.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
28.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
28.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
27.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
25.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
24.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
24.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
24.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
23.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
23.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
23.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
23.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
22.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
22.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
21.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
20.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
20.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
19.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
19.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
19.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
19.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
19.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
18.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
18.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
17.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
17.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
17.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
16.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
16.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
16.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
16.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
15.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
15.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
15.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
15.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
15.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
15.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
15.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
15.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
15.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
14.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
14.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
14.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
14.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
13.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
13.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
13.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
13.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
13.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
12.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
12.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
12.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
12.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
12.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
12.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
12.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
12.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
11.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
11.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
11.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
11.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
10.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
10.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
10.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
10.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
10.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
10.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
10.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
10.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
10.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
9.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
9.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
9.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
9.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
9.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
8.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
8.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
8.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
8.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
8.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
8.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
8.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
8.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
8.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
8.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
7.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
7.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
7.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
7.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
7.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
6.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 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.
CEP70 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
22.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
1170.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
99.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
95.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
75.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
75.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
75.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
64.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
64.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
52.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
49.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
48.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
45.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
44.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
44.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
43.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
42.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
42.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
39.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
39.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
37.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
37.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
36.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
36.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
36.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
35.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
35.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
35.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
34.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
34.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
33.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
33.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
33.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
32.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
31.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
31.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
31.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
30.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
30.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
29.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
29.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
28.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
28.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
28.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
27.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
27.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
27.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
26.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
26.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
26.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
26.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
26.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
26.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
26.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
25.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
25.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
25.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
25.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
25.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
25.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
25.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
24.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
24.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
24.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
24.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
24.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
23.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
23.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
23.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
22.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
22.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
21.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
21.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
21.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
21.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
20.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
20.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
20.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
20.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
20.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
20.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
20.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
20.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
20.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
20.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
20.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
20.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
20.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
19.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
19.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
19.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
19.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
19.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
19.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
19.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
19.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
19.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
19.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
19.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
19.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
19.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
19.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
19.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
19.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
19.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
18.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
18.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
18.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
18.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
18.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
18.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
18.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
18.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
18.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
18.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
18.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
17.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
17.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
17.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
17.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
17.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
17.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
17.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
16.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
16.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
16.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
16.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
16.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
16.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
16.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
16.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
16.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
16.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
16.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
16.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
15.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
15.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
15.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
15.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
15.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
15.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
15.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
15.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
15.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
14.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
14.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
14.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
14.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
14.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
14.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
14.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
14.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
14.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
14.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
14.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
14.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
14.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
13.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
13.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
13.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
13.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
13.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
13.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
13.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
13.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
13.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
13.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
13.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
13.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
13.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
13.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
13.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
12.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
12.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
12.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
12.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
12.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
12.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
11.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
11.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
11.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
11.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
11.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
11.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
11.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
11.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
11.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
11.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
11.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
11.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
11.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
10.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
10.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
10.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
10.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
10.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
10.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
9.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
9.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
9.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
9.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
9.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
9.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
9.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
9.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
9.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
9.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
9.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
8.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
8.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
8.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
8.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
8.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
8.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
8.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
8.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
8.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
8.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
8.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
8.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
8.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
7.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
7.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
7.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
7.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
7.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
7.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
7.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
7.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
7.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
7.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
7.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
7.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
7.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
6.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
6.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
6.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
6.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
6.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
6.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
6.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
6.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
6.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
6.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
6.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
6.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
6.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
5.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
5.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
5.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
5.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
5.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
5.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
5.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
5.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
4.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
4.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
4.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
4.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
4.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
4.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
4.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
4.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
4.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
4.0
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
3.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
3.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
2.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
2.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
2.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
2.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
2.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
2.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
2.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
1.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
1.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
1.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
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
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
