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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.
POLL 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
16.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
41.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
41.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
39.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
36.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
35.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
33.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
33.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
33.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
30.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
29.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
28.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
27.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
26.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
24.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
21.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
19.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
18.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
18.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
18.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
17.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
17.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
15.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
15.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
15.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
15.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
14.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
14.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
14.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
14.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
13.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
13.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
13.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
13.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
13.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
12.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
12.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
12.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
12.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
12.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
12.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
12.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
12.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
11.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
11.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
10.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
10.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
10.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
10.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
9.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
9.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
9.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
9.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
9.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
9.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
9.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
9.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
9.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
9.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
8.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
8.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
7.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
7.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
6.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 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.
POLL is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
41.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
37.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
37.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
36.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
35.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
34.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
34.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
33.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
33.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
33.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
33.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
33.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
33.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
32.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
32.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
32.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
32.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
31.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
31.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
31.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
31.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
30.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
30.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
30.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
30.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
30.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
30.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
30.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
30.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
29.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
29.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
29.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
29.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
29.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
28.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
28.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
28.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
28.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
28.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
28.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
28.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
28.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
28.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
27.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
27.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
27.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
27.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
27.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
27.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
27.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
27.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
27.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
26.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
26.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
26.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
26.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
26.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
26.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
26.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
26.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
26.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
26.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
26.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
26.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
26.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
26.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
26.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
26.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
26.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
26.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
25.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
25.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
25.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
25.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
25.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
25.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
25.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
25.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
25.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
25.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
25.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
25.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
25.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
25.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
25.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
25.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
24.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
24.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
24.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
24.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
24.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
24.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
24.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
24.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
24.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
24.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
24.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
24.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
24.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
24.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
23.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
23.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
23.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
23.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
23.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
23.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
23.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
23.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
23.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
23.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
23.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
23.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
23.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
23.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
23.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
23.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
23.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
23.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
23.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
23.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
23.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
23.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
23.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
23.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
23.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
23.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
23.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
23.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
23.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
22.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
22.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
22.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
22.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
22.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
22.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
22.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
22.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
22.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
22.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
22.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
22.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
22.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
22.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
22.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
22.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
22.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
22.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
22.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
22.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
22.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
22.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
22.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
22.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
22.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
22.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
22.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
22.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
22.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
21.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
21.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
21.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
21.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
21.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
21.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
21.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
21.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
21.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
21.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
21.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
21.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
21.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
21.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
21.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
21.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
21.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
21.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
21.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
21.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
21.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
21.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
21.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
21.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
21.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
21.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
21.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
21.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
21.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
21.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
21.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
21.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
20.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
20.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
20.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
20.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
20.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
20.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
20.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
20.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
20.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
20.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
20.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
20.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
20.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
20.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
20.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
20.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
20.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
20.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
20.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
20.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
20.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
20.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
20.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
20.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
20.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
20.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
20.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
20.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
20.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
20.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
20.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
20.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
20.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
20.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
20.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
20.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
20.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
20.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
20.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
20.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
20.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
20.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
20.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
19.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
19.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
19.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
19.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
19.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
19.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
19.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
19.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
19.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
19.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
19.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
19.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
19.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
19.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
19.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
19.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
19.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
19.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
19.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
19.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
19.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
19.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
19.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
19.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
19.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
18.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
18.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
18.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
18.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
18.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
18.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
18.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
18.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
18.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
18.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
18.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
18.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
18.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
18.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
18.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
18.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
18.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
18.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
18.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
18.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
18.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
18.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
18.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
18.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
18.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
17.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
17.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
17.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
17.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
17.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
17.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
17.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
17.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
17.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
17.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
17.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
17.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
17.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
17.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
17.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
17.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
17.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
17.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
17.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
17.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
17.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
17.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
17.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
17.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
17.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
17.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
17.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
17.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
17.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
17.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
17.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
17.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
17.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
17.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
17.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
17.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
17.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
16.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
16.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
16.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
16.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
16.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
16.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
16.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
16.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
16.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
16.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
16.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
16.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
16.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
16.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
16.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
16.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
16.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
16.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
16.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
16.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
16.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
16.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
16.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
16.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
16.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
16.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
15.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
15.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
15.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
15.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
15.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
15.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
15.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
15.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
15.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
15.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
15.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
15.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
15.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
15.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
15.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
15.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
15.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
15.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
15.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
15.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
15.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
15.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
15.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
15.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
15.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
15.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
15.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
15.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
15.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
15.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
14.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
14.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
14.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
14.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
14.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
14.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
14.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
14.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
14.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
14.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
14.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
14.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
14.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
14.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
14.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
14.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
14.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
14.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
14.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
14.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
14.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
14.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
14.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
14.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
14.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
14.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
14.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
13.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
13.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
13.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
13.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
13.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
13.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
13.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
13.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
13.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
13.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
13.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
13.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
13.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
13.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
13.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
13.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
13.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
13.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
13.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
13.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
13.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
13.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
13.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
13.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
12.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
12.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
12.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
12.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
12.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
12.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
12.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
12.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
12.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
12.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
12.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
12.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
12.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
12.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
12.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
12.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
12.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
12.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
12.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
12.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
12.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
12.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
12.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
12.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
12.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
11.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
11.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
11.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
11.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
11.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
11.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
11.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
11.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
11.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
11.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
11.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
11.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
11.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
11.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
11.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
11.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
11.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
11.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
11.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
11.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
11.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
11.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
10.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
10.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
10.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
10.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
10.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
10.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
10.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
10.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
10.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
10.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
10.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
10.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
10.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
9.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
9.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
9.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
9.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
9.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
9.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
9.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
9.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
9.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
9.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
9.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
8.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
8.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
8.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
8.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
8.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
8.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
8.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
8.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
8.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
8.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
8.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
7.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
6.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
6.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
6.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
6.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
6.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
6.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
4.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 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.
POLL is validated prognostic, high expression is favorable 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
22.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
39.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
36.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
34.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
33.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
33.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
33.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
33.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
32.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
31.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
30.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
30.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
28.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
28.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
27.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
27.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
27.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
27.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
27.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
27.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
26.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
26.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
26.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
25.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
25.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
25.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
24.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
24.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
24.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
24.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
24.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
24.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
24.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
23.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
23.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
23.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
23.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
22.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
22.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
22.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
22.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
22.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
22.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
22.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
21.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
21.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
21.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
21.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
21.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
21.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
21.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
21.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
21.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
21.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
21.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
21.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
21.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
20.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
20.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
20.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
20.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
20.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
20.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
20.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
20.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
19.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
19.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
19.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
19.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
18.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
18.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
18.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
18.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
18.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
18.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
18.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
18.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
18.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
18.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
18.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
17.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
17.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
17.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
17.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
16.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
16.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
16.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
16.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
15.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
15.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
15.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
14.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
14.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
13.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
13.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
13.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
13.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
12.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
12.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
12.3
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.
POLL is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
72.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
69.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
66.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
60.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
59.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
57.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
56.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
55.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
52.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
50.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
44.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
43.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
43.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
42.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
41.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
40.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
40.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
40.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
38.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
37.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
37.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
36.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
35.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
35.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
34.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
34.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
34.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
33.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
33.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
33.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
33.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
32.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
32.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
30.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
30.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
30.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
30.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
29.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
29.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
29.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
28.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
28.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
28.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
28.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
28.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
28.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
28.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
28.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
27.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
27.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
27.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
27.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
27.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
27.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
27.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
27.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
27.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
26.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
26.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
26.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
26.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
26.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
26.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
26.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
26.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
26.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
26.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
26.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
25.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
25.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
25.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
25.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
25.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
25.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
25.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
24.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
24.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
24.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
24.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
24.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
24.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
24.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
24.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
24.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
24.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
24.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
24.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
24.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
24.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
24.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
24.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
23.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
23.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
23.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
23.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
23.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
23.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
23.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
23.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
23.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
23.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
22.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
22.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
22.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
22.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
22.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
22.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
22.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
22.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
22.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
22.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
22.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
22.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
22.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
22.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
22.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
21.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
21.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
21.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
21.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
21.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
21.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
21.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
21.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
21.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
21.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
21.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
21.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
21.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
21.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
21.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
21.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
21.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
21.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
21.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
20.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
20.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
20.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
20.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
20.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
20.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
20.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
20.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
20.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
20.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
20.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
20.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
20.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
20.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
20.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
20.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
20.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
20.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
20.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
20.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
20.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
20.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
19.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
19.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
19.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
19.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
19.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
19.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
19.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
19.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
19.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
19.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
19.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
19.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
19.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
19.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
19.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
19.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
19.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
19.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
18.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
18.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
18.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
18.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
18.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
18.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
18.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
18.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
18.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
18.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
18.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
18.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
18.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
18.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
18.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
18.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
18.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
18.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
18.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
17.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
17.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
17.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
17.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
17.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
17.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
17.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
17.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
17.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
17.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
17.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
17.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
17.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
17.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
16.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
16.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
16.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
16.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
16.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
16.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
16.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
16.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
16.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
16.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
16.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
16.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
16.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
16.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
16.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
16.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
16.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
16.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
15.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
15.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
15.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
15.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
15.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
15.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
15.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
15.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
15.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
15.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
15.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
15.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
15.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
14.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
14.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
14.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
14.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
14.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
14.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
13.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
13.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
13.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
13.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
13.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
13.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
13.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
13.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
13.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
13.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
12.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
12.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
12.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
12.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
12.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
12.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
11.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
11.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
11.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
11.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
11.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
11.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
11.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
11.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
10.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
10.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
10.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
10.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
10.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
10.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
9.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
9.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
8.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
8.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
7.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
6.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0006630003
Tumor
1.2
CPT0086030003
Tumor
0.9
CPT0014370004
Tumor
0.8
CPT0015730003
Tumor
0.8
CPT0065750003
Tumor
0.7
CPT0000870016
Tumor
0.7
CPT0086870003
Tumor
0.7
CPT0023690003
Tumor
0.6
CPT0014350001
Normal
0.5
CPT0092730003
Tumor
0.5
CPT0075560003
Tumor
0.5
CPT0012180003
Tumor
0.5
CPT0012280003
Tumor
0.5
CPT0079230003
Tumor
0.4
CPT0078990003
Tumor
0.4
CPT0000890001
Normal
0.4
CPT0020130001
Normal
0.3
CPT0082010001
Normal
0.3
CPT0077490003
Tumor
0.3
CPT0012670003
Tumor
0.3
CPT0015810003
Tumor
0.2
CPT0086890003
Normal
0.2
CPT0020120003
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0063630003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0025920001
Normal
0.2
CPT0085670003
Tumor
0.2
CPT0006730001
Normal
0.1
CPT0023710001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0078830003
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0077500001
Normal
0.0
CPT0001340003
Tumor
0.0
CPT0078800003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0001180009
Tumor
0.0
CPT0079000001
Normal
0.0
CPT0078840001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0092740003
Normal
0.0
CPT0063330001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0002350011
Tumor
0.0
CPT0017850003
Tumor
-0.1
CPT0012090003
Normal
-0.1
CPT0001350001
Normal
-0.1
CPT0069160003
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0075130003
Tumor
-0.2
CPT0088690003
Tumor
-0.2
CPT0025880003
Tumor
-0.2
CPT0012640003
Normal
-0.2
CPT0075170001
Normal
-0.3
CPT0025230003
Tumor
-0.3
CPT0018250001
Normal
-0.3
CPT0079380003
Tumor
-0.4
CPT0063320003
Tumor
-0.5
CPT0078670001
Normal
-0.8
CPT0078660003
Tumor
-2.5
CPT0026410003
Tumor
N/A
CPT0000790001
Normal
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0076330003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0077140001
Normal
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0092290003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0001270001
Normal
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0092160003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0077110003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0081620001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0076350001
Normal
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
