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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.
PPIL1 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
6.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
33.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
23.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
18.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
17.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
15.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
14.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
14.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
12.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
11.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
11.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
9.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
9.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
8.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
8.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
8.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
8.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
8.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
7.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
7.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
7.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
7.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
7.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
7.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
6.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
6.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
6.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
6.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
6.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
6.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
5.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
5.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
5.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
5.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
5.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
5.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
4.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
4.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
4.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
4.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
4.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
4.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
4.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
4.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
4.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
3.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
3.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
3.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
3.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
2.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 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.
PPIL1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
73.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
46.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
39.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
38.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
38.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
35.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
34.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
34.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
32.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
31.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
31.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
30.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
30.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
29.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
29.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
29.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
28.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
28.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
28.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
27.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
27.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
27.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
27.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
27.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
26.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
26.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
25.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
25.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
25.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
25.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
25.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
25.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
25.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
24.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
24.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
24.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
24.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
24.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
24.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
24.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
24.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
23.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
23.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
23.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
23.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
23.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
23.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
23.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
23.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
23.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
22.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
22.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
22.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
22.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
22.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
22.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
22.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
22.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
22.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
22.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
22.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
22.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
21.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
21.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
21.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
21.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
21.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
21.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
21.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
21.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
21.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
21.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
21.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
21.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
21.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
21.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
21.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
21.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
21.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
21.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
20.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
20.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
20.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
20.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
20.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
20.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
20.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
20.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
20.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
20.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
20.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
20.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
20.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
20.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
20.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
20.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
20.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
20.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
20.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
20.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
20.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
19.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
19.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
19.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
19.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
19.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
19.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
19.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
19.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
19.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
19.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
19.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
19.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
19.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
19.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
19.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
19.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
19.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
19.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
19.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
19.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
19.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
19.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
19.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
19.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
18.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
18.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
18.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
18.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
18.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
18.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
18.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
18.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
18.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
18.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
18.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
18.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
18.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
18.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
18.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
18.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
18.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
18.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
17.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
17.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
17.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
17.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
17.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
17.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
17.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
17.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
17.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
17.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
17.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
17.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
17.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
17.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
17.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
17.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
17.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
17.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
17.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
17.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
17.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
17.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
17.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
17.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
16.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
16.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
16.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
16.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
16.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
16.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
16.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
16.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
16.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
16.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
16.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
16.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
16.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
16.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
16.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
16.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
16.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
16.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
16.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
16.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
16.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
16.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
16.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
16.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
16.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
16.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
16.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
16.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
16.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
16.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
16.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
16.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
16.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
16.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
16.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
16.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
16.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
16.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
16.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
16.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
15.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
15.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
15.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
15.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
15.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
15.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
15.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
15.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
15.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
15.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
15.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
15.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
15.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
15.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
15.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
15.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
15.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
15.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
15.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
15.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
15.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
15.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
15.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
15.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
15.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
15.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
15.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
15.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
14.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
14.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
14.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
14.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
14.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
14.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
14.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
14.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
14.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
14.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
14.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
14.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
14.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
14.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
14.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
14.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
14.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
14.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
14.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
14.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
14.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
14.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
14.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
14.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
14.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
14.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
14.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
14.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
13.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
13.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
13.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
13.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
13.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
13.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
13.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
13.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
13.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
13.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
13.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
13.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
13.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
13.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
13.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
13.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
13.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
13.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
13.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
13.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
13.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
13.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
13.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
13.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
13.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
13.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
13.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
13.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
13.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
13.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
13.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
13.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
13.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
13.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
13.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
13.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
13.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
13.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
13.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
13.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
13.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
13.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
13.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
13.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
13.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
12.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
12.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
12.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
12.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
12.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
12.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
12.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
12.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
12.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
12.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
12.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
12.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
12.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
12.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
12.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
12.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
12.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
12.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
12.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
12.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
12.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
12.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
12.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
12.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
12.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
12.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
12.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
12.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
12.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
12.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
12.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
12.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
12.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
12.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
12.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
12.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
12.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
12.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
12.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
12.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
12.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
12.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
12.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
12.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
11.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
11.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
11.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
11.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
11.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
11.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
11.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
11.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
11.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
11.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
11.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
11.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
11.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
11.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
11.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
11.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
11.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
11.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
11.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
11.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
11.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
11.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
11.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
11.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
11.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
11.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
10.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
10.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
10.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
10.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
10.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
10.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
10.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
10.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
10.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
10.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
10.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
10.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
10.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
10.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
10.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
10.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
10.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
10.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
10.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
10.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
10.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
10.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
10.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
10.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
10.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
10.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
10.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
9.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
9.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
9.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
9.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
9.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
9.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
9.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
9.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
9.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
9.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
9.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
9.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
9.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
9.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
9.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
9.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
9.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
9.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
9.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
9.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
9.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
9.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
9.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
9.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
8.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
8.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
8.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
8.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
8.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
8.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
8.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
8.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
8.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
8.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
8.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
8.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
8.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
7.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
7.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
7.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
7.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
7.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
7.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
7.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
7.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
7.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
7.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
7.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
7.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
7.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
7.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
7.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
7.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
7.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
7.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
6.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
6.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
6.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
6.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
6.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
6.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
6.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
6.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
6.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
6.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
6.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
6.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
6.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
6.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
6.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
6.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
6.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
6.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
5.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
5.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
5.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
5.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
5.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
5.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
5.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
5.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
5.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
4.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
4.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
4.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
4.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
4.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
4.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
4.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
4.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
4.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
3.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
3.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
3.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
3.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
3.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
3.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
3.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
2.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
2.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
2.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
2.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
2.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
2.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
2.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
2.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
1.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
1.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
1.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
1.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
1.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
0.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
0.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
0.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PPIL1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
70.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
45.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
39.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
32.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
32.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
30.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
28.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
28.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
27.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
27.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
26.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
23.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
22.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
22.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
21.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
21.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
21.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
21.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
20.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
20.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
20.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
20.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
20.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
20.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
20.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
19.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
19.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
19.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
19.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
19.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
19.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
18.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
18.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
18.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
18.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
18.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
17.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
17.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
17.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
17.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
17.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
17.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
17.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
17.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
16.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
16.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
16.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
16.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
16.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
16.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
16.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
15.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
15.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
15.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
15.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
15.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
15.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
15.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
14.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
14.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
14.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
14.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
14.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
14.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
13.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
13.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
13.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
13.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
13.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
12.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
12.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
12.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
12.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
12.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
12.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
12.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
12.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
11.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
11.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
11.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
11.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
11.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
10.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
10.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
10.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
10.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
9.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
9.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
9.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
9.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
9.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
9.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
8.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
8.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
8.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
7.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
7.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
6.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
5.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 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.
PPIL1 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
17.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
72.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
48.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
48.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
44.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
42.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
42.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
42.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
41.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
40.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
39.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
39.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
38.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
38.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
37.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
37.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
36.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
35.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
34.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
34.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
34.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
33.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
33.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
32.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
32.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
32.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
32.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
32.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
32.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
32.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
31.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
31.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
31.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
31.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
31.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
30.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
30.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
30.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
29.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
29.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
29.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
29.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
29.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
29.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
29.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
28.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
28.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
28.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
28.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
27.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
27.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
27.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
27.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
27.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
26.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
26.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
26.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
26.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
26.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
26.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
26.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
26.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
26.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
26.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
25.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
25.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
25.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
25.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
25.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
25.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
25.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
25.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
24.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
24.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
24.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
24.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
24.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
24.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
24.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
23.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
23.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
23.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
23.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
23.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
23.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
23.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
22.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
22.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
22.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
22.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
22.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
22.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
22.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
21.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
21.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
21.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
21.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
21.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
21.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
21.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
21.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
20.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
20.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
20.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
20.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
20.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
20.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
20.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
20.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
20.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
20.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
20.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
20.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
19.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
19.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
19.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
19.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
19.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
19.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
19.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
19.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
18.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
18.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
18.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
18.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
18.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
18.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
18.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
18.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
18.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
18.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
18.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
18.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
18.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
18.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
18.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
17.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
17.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
17.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
17.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
17.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
17.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
17.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
17.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
17.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
17.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
17.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
17.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
16.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
16.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
16.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
16.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
16.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
16.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
16.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
16.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
16.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
16.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
15.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
15.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
15.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
15.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
15.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
15.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
15.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
15.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
15.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
15.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
14.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
14.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
14.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
14.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
14.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
14.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
14.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
14.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
13.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
13.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
13.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
13.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
13.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
13.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
13.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
13.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
13.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
13.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
12.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
12.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
12.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
12.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
12.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
11.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
11.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
11.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
11.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
11.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
11.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
11.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
10.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
10.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
10.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
10.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
10.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
9.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
9.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
9.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
9.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
9.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
9.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
9.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
9.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
8.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
8.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
8.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
7.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
7.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
7.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
7.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
6.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
6.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
6.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
5.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
5.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
5.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
5.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
5.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
4.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
4.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
4.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
3.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
3.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
3.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
3.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
3.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
2.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
2.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
2.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
2.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
1.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
1.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
1.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088970003
Tumor
0.9
CPT0012640003
Normal
0.7
CPT0079510001
Normal
0.6
CPT0079300001
Normal
0.6
CPT0078800003
Tumor
0.5
CPT0007870001
Normal
0.5
CPT0077110003
Tumor
0.5
CPT0079380003
Tumor
0.5
CPT0021240003
Tumor
0.4
CPT0017850003
Tumor
0.4
CPT0084590001
Normal
0.4
CPT0078930003
Tumor
0.4
CPT0012370003
Tumor
0.4
CPT0092190003
Normal
0.4
CPT0071150004
Tumor
0.4
CPT0001270001
Normal
0.4
CPT0011240003
Tumor
0.4
CPT0009020003
Normal
0.4
CPT0088550004
Tumor
0.4
CPT0026410003
Tumor
0.4
CPT0002370001
Normal
0.3
CPT0077320001
Normal
0.3
CPT0078990003
Tumor
0.3
CPT0078830003
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0001230001
Normal
0.3
CPT0020130001
Normal
0.3
CPT0075720003
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0006900003
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0009000003
Tumor
0.3
CPT0014160003
Tumor
0.3
CPT0001510001
Normal
0.3
CPT0012550003
Tumor
0.3
CPT0063330001
Normal
0.3
CPT0086950003
Tumor
0.3
CPT0017410003
Tumor
0.2
CPT0012920003
Normal
0.2
CPT0025230003
Tumor
0.2
CPT0069190001
Normal
0.2
CPT0086890003
Normal
0.2
CPT0001540009
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0001340003
Tumor
0.2
CPT0025920001
Normal
0.2
CPT0069010001
Normal
0.2
CPT0019990003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0001550001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0002270011
Tumor
0.2
CPT0009060003
Tumor
0.2
CPT0064400001
Normal
0.2
CPT0019160001
Normal
0.2
CPT0012900004
Tumor
0.2
CPT0015810003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0078940001
Normal
0.2
CPT0092790003
Tumor
0.2
CPT0088640003
Normal
0.2
CPT0079000001
Normal
0.2
CPT0024680001
Normal
0.2
CPT0081880003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0082010001
Normal
0.2
CPT0007470001
Normal
0.2
CPT0065820001
Normal
0.2
CPT0092730003
Tumor
0.2
CPT0014470001
Normal
0.2
CPT0079430001
Normal
0.2
CPT0000640003
Tumor
0.2
CPT0077490003
Tumor
0.1
CPT0015730003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0066470004
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0086830003
Normal
0.1
CPT0006530001
Normal
0.1
CPT0092160003
Tumor
0.1
CPT0020020001
Normal
0.1
CPT0086870003
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0025610001
Normal
0.1
CPT0079270003
Tumor
0.1
CPT0065810003
Tumor
0.1
CPT0077500001
Normal
0.1
CPT0078530001
Normal
0.1
CPT0015910003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0078670001
Normal
0.1
CPT0089460004
Tumor
0.1
CPT0077140001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0010170001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0001260009
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0012570003
Normal
0.1
CPT0089040001
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0086370003
Normal
0.1
CPT0063640001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0006950001
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0085670003
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0001180009
Tumor
0.0
CPT0088780001
Normal
0.0
CPT0079410003
Tumor
0.0
CPT0075130003
Tumor
0.0
CPT0079480003
Tumor
0.0
CPT0017450001
Normal
0.0
CPT0084560003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0001190001
Normal
0.0
CPT0014350001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0011410003
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0026420001
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0063630003
Tumor
0.0
CPT0063320003
Tumor
N/A
CPT0092740003
Normal
0.0
CPT0012180003
Tumor
0.0
CPT0025290003
Tumor
0.0
CPT0081990003
Tumor
0.0
CPT0007860003
Tumor
0.0
CPT0065450001
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0023360001
Normal
0.0
CPT0006440003
Tumor
0.0
CPT0078840001
Normal
0.0
CPT0002350011
Tumor
0.0
CPT0012090003
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0010120001
Normal
-0.1
CPT0069000003
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0088920001
Normal
-0.1
CPT0024670003
Tumor
-0.1
CPT0065430003
Tumor
-0.1
CPT0020120003
Tumor
-0.1
CPT0014370004
Tumor
-0.1
CPT0007320003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0001350001
Normal
-0.1
CPT0064370003
Tumor
-0.1
CPT0086360003
Tumor
-0.1
CPT0089480003
Normal
-0.1
CPT0014450004
Tumor
-0.1
CPT0066430001
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0023350003
Tumor
-0.1
CPT0065930003
Tumor
-0.1
CPT0088710001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0076330003
Tumor
-0.1
CPT0025060001
Normal
-0.1
CPT0078510003
Tumor
-0.1
CPT0087050003
Normal
-0.2
CPT0065690003
Tumor
-0.2
CPT0078660003
Tumor
-0.2
CPT0081600003
Tumor
-0.2
CPT0012670003
Tumor
-0.2
CPT0012280003
Tumor
-0.3
CPT0065750003
Tumor
-0.3
CPT0001500009
Tumor
-0.3
CPT0000780007
Tumor
-0.3
CPT0088500001
Normal
-0.3
CPT0086030003
Tumor
-0.3
CPT0075570001
Normal
-0.3
CPT0010110003
Tumor
-0.3
CPT0081620001
Normal
-0.3
CPT0025110003
Tumor
-0.4
CPT0012770003
Normal
-0.4
CPT0000790001
Normal
-0.5
CPT0088480003
Tumor
-0.5
CPT0075560003
Tumor
-0.5
CPT0077310003
Tumor
-0.7
CPT0079180003
Tumor
-0.7
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
