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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.
PILRA 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
7.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
56.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
40.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
36.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
28.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
28.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
21.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
19.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
18.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
16.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
16.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
15.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
15.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
13.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
11.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
10.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
9.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
8.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
8.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
7.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
6.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
6.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
6.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
5.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
5.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
5.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
4.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
4.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
4.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
4.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
4.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
4.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
3.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
3.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
3.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
3.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
3.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
3.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
2.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
2.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
2.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
2.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
2.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
2.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
2.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
2.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
2.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
2.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
1.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
1.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
1.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
1.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PILRA is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
58.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
57.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
50.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
47.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
46.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
44.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
43.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
40.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
39.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
38.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
38.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
37.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
37.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
36.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
35.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
34.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
33.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
33.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
32.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
31.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
31.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
31.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
30.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
30.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
30.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
30.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
29.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
29.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
28.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
28.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
28.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
28.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
28.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
27.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
27.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
27.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
26.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
26.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
26.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
26.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
26.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
26.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
26.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
26.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
26.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
26.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
26.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
25.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
25.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
25.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
25.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
25.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
25.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
25.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
25.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
24.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
24.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
24.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
24.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
24.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
24.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
24.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
23.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
23.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
23.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
23.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
23.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
23.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
23.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
23.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
22.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
22.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
22.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
22.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
22.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
22.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
22.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
22.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
22.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
22.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
22.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
22.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
22.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
21.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
21.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
21.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
21.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
21.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
21.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
21.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
21.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
21.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
21.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
21.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
21.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
21.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
21.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
21.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
20.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
20.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
20.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
20.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
20.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
20.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
20.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
20.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
20.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
20.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
20.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
20.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
19.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
19.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
19.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
19.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
19.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
19.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
19.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
19.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
19.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
19.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
19.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
19.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
19.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
19.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
19.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
18.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
18.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
18.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
18.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
18.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
18.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
18.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
18.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
18.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
18.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
18.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
18.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
18.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
18.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
18.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
18.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
18.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
18.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
18.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
18.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
18.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
18.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
18.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
18.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
18.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
17.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
17.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
17.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
17.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
17.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
17.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
17.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
17.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
17.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
17.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
17.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
17.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
17.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
17.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
17.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
17.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
17.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
17.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
17.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
17.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
17.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
17.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
17.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
17.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
16.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
16.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
16.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
16.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
16.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
16.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
16.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
16.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
16.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
16.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
16.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
16.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
16.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
16.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
16.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
16.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
16.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
16.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
16.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
16.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
16.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
16.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
16.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
16.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
15.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
15.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
15.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
15.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
15.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
15.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
15.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
15.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
15.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
15.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
15.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
15.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
15.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
15.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
15.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
15.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
14.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
14.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
14.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
14.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
14.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
14.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
14.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
14.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
14.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
14.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
14.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
14.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
14.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
14.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
14.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
14.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
14.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
14.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
14.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
14.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
14.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
14.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
14.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
14.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
14.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
14.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
14.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
14.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
14.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
14.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
13.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
13.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
13.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
13.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
13.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
13.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
13.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
13.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
13.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
13.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
13.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
13.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
13.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
13.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
13.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
13.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
13.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
13.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
13.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
13.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
13.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
13.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
13.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
13.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
13.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
13.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
13.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
13.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
13.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
12.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
12.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
12.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
12.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
12.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
12.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
12.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
12.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
12.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
12.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
12.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
12.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
12.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
12.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
12.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
12.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
12.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
12.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
12.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
12.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
12.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
12.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
12.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
12.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
12.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
11.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
11.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
11.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
11.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
11.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
11.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
11.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
11.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
11.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
11.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
11.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
11.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
11.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
11.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
11.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
11.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
11.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
11.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
11.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
11.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
11.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
11.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
11.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
11.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
11.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
11.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
11.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
11.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
11.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
11.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
11.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
10.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
10.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
10.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
10.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
10.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
10.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
10.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
10.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
10.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
10.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
10.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
10.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
10.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
10.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
10.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
10.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
10.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
10.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
10.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
10.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
10.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
10.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
10.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
10.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
10.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
10.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
10.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
9.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
9.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
9.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
9.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
9.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
9.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
9.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
9.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
9.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
9.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
9.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
9.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
9.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
9.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
9.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
9.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
9.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
9.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
9.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
9.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
9.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
9.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
9.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
9.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
9.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
8.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
8.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
8.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
8.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
8.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
8.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
8.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
8.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
8.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
8.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
8.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
8.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
8.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
8.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
8.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
8.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
8.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
8.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
8.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
8.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
8.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
8.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
8.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
8.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
8.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
8.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
8.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
8.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
8.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
8.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
7.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
7.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
7.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
7.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
7.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
7.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
7.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
7.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
7.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
7.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
7.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
7.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
7.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
7.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
7.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
7.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
7.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
7.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
7.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
7.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
7.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
7.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
7.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
7.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
6.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
6.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
6.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
6.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
6.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
6.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
6.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
6.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
6.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
6.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
6.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
6.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
6.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
6.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
6.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
6.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
6.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
6.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
6.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
5.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
5.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
5.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
5.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
5.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
5.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
5.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
5.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
5.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
5.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
5.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
5.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
5.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
5.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
5.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
5.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
4.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
4.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
4.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
4.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
4.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
4.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
4.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
4.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
4.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
4.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
4.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
4.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
4.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
4.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
4.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
4.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
4.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
4.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
4.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
4.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
4.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
3.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
3.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
3.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
3.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
3.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
3.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
2.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
2.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
2.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
2.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
2.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
2.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
1.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
1.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
1.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
1.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
1.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
1.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
0.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 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.
PILRA is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
57.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
55.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
46.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
36.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
33.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
32.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
31.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
27.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
27.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
26.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
25.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
24.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
23.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
22.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
22.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
22.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
22.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
22.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
21.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
20.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
20.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
20.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
20.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
20.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
19.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
19.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
19.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
19.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
18.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
18.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
18.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
18.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
16.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
16.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
16.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
16.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
16.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
16.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
15.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
15.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
15.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
15.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
14.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
14.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
14.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
14.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
14.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
14.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
14.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
14.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
13.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
13.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
13.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
13.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
13.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
13.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
12.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
12.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
12.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
12.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
12.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
11.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
11.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
11.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
11.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
11.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
11.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
10.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
10.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
10.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
9.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
9.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
9.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
9.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
9.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
9.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
9.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
9.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
9.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
9.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
9.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
8.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
8.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
8.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
8.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
8.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
7.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
7.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
7.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
7.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
7.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
6.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
6.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
5.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
5.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
4.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
4.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
3.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
3.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
PILRA is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
86.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
64.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
60.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
58.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
56.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
52.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
52.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
52.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
50.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
50.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
46.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
45.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
44.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
39.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
38.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
37.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
37.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
36.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
35.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
35.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
34.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
34.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
34.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
34.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
34.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
33.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
33.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
31.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
29.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
28.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
28.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
27.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
27.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
26.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
26.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
26.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
26.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
25.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
25.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
24.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
24.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
24.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
24.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
23.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
23.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
23.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
23.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
22.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
21.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
21.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
21.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
20.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
20.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
20.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
20.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
19.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
19.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
19.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
19.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
19.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
18.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
18.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
18.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
18.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
18.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
17.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
17.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
17.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
17.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
17.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
17.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
17.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
17.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
16.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
15.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
15.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
15.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
15.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
15.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
15.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
15.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
15.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
15.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
15.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
15.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
15.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
14.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
14.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
14.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
14.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
14.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
14.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
13.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
13.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
13.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
13.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
13.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
13.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
13.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
13.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
13.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
13.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
13.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
13.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
12.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
12.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
12.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
12.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
12.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
12.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
12.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
12.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
12.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
12.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
12.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
12.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
12.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
12.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
11.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
11.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
11.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
11.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
11.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
11.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
11.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
11.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
10.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
10.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
10.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
10.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
10.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
10.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
10.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
10.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
10.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
10.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
10.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
10.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
9.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
9.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
9.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
9.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
9.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
9.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
9.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
9.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
8.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
8.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
8.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
8.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
8.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
8.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
8.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
8.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
8.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
8.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
8.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
8.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
8.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
7.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
7.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
7.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
7.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
7.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
7.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
7.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
7.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
7.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
7.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
7.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
7.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
7.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
7.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
7.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
7.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
7.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
7.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
6.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
6.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
6.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
6.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
6.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
6.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
6.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
6.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
6.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
6.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
6.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
6.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
6.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
6.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
6.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
6.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
5.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
5.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
5.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
5.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
5.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
5.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
5.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
5.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
5.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
5.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
4.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
4.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
4.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
4.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
4.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
4.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
4.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
4.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
4.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
4.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
4.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
4.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
4.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
4.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
4.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
4.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
4.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
4.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
4.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
4.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
4.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
4.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
3.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
3.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
3.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
3.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
3.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
3.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
3.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
3.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
3.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
3.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
3.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
3.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
3.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
3.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
3.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
3.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
3.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
3.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
3.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
3.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
3.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
2.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
2.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
2.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
2.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
2.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
2.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
2.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
2.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
2.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
2.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
2.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
2.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
2.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
2.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
2.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
2.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
2.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
2.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
2.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
1.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
1.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
1.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
1.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
1.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
0.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0084560003
Tumor
3.8
CPT0076330003
Tumor
3.6
CPT0088550004
Tumor
3.0
CPT0007860003
Tumor
1.4
CPT0092730003
Tumor
1.1
CPT0079380003
Tumor
0.7
CPT0065750003
Tumor
0.5
CPT0078800003
Tumor
0.4
CPT0069160003
Tumor
0.4
CPT0001260009
Tumor
0.4
CPT0015730003
Tumor
0.3
CPT0065870003
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0025230003
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0015810003
Tumor
-0.1
CPT0001270001
Normal
-0.1
CPT0069000003
Tumor
-0.1
CPT0077110003
Tumor
-0.1
CPT0014450004
Tumor
-0.1
CPT0007320003
Tumor
-0.1
CPT0077140001
Normal
-0.1
CPT0014470001
Normal
-0.2
CPT0086030003
Tumor
-0.2
CPT0086820003
Tumor
-0.2
CPT0085670003
Tumor
-0.2
CPT0006630003
Tumor
-0.3
CPT0088570001
Normal
-0.3
CPT0069190001
Normal
-0.3
CPT0079270003
Tumor
-0.3
CPT0076350001
Normal
-0.4
CPT0069010001
Normal
-0.4
CPT0086830003
Normal
-0.4
CPT0088920001
Normal
-0.4
CPT0025880003
Tumor
-0.5
CPT0079300001
Normal
-0.5
CPT0007870001
Normal
-0.7
CPT0092740003
Normal
-0.8
CPT0006730001
Normal
-0.8
CPT0025920001
Normal
-1.2
CPT0007470001
Normal
-1.6
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0065820001
Normal
N/A
CPT0001180009
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0087040003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0082010001
Normal
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0064400001
Normal
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
