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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.
PELP1 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
23.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
91.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
62.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
59.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
52.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
50.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
50.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
45.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
45.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
41.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
40.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
40.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
40.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
38.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
37.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
36.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
35.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
35.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
31.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
28.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
26.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
24.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
24.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
22.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
21.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
20.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
18.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
18.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
17.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
17.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
16.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
16.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
16.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
15.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
15.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
14.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
14.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
14.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
14.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
14.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
14.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
13.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
13.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
13.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
13.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
12.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
12.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
12.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
12.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
12.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
11.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
11.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
11.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
11.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
10.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
10.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
10.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
9.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
9.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
9.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
9.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
9.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
9.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
8.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 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.
PELP1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
47.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
45.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
37.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
36.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
36.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
36.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
32.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
31.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
30.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
30.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
30.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
29.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
29.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
29.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
29.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
28.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
28.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
28.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
27.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
27.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
27.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
27.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
27.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
27.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
27.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
26.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
26.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
26.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
26.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
26.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
26.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
26.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
26.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
25.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
25.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
25.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
25.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
25.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
25.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
25.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
24.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
24.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
24.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
24.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
24.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
24.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
24.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
24.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
24.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
24.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
24.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
24.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
23.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
23.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
23.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
23.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
23.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
23.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
23.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
23.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
23.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
23.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
23.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
23.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
23.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
23.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
23.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
23.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
23.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
23.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
23.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
22.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
22.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
22.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
22.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
22.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
22.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
22.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
22.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
22.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
22.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
22.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
22.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
22.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
22.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
22.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
22.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
22.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
22.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
22.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
22.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
22.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
22.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
22.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
22.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
22.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
22.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
22.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
22.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
22.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
22.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
21.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
21.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
21.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
21.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
21.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
21.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
21.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
21.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
21.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
21.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
21.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
21.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
21.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
21.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
21.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
21.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
21.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
21.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
21.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
21.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
21.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
21.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
21.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
21.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
21.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
21.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
21.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
21.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
21.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
21.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
21.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
21.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
21.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
20.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
20.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
20.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
20.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
20.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
20.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
20.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
20.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
20.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
20.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
20.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
20.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
20.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
20.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
20.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
20.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
20.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
20.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
20.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
20.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
20.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
20.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
20.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
20.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
20.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
20.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
20.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
20.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
20.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
20.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
20.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
20.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
20.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
20.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
19.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
19.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
19.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
19.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
19.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
19.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
19.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
19.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
19.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
19.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
19.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
19.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
19.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
19.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
19.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
19.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
19.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
19.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
19.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
19.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
19.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
19.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
19.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
19.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
19.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
19.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
19.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
19.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
19.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
19.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
19.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
19.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
19.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
19.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
19.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
19.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
19.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
19.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
19.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
19.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
18.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
18.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
18.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
18.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
18.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
18.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
18.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
18.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
18.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
18.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
18.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
18.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
18.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
18.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
18.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
18.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
18.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
18.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
18.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
18.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
18.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
18.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
18.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
18.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
18.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
18.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
18.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
18.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
18.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
18.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
18.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
18.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
18.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
18.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
18.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
18.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
18.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
18.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
17.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
17.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
17.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
17.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
17.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
17.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
17.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
17.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
17.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
17.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
17.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
17.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
17.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
17.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
17.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
17.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
17.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
17.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
17.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
17.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
17.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
17.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
17.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
17.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
17.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
17.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
17.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
17.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
17.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
17.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
17.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
17.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
17.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
17.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
17.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
17.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
17.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
17.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
17.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
17.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
17.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
16.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
16.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
16.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
16.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
16.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
16.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
16.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
16.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
16.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
16.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
16.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
16.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
16.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
16.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
16.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
16.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
16.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
16.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
16.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
16.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
16.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
16.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
16.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
16.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
16.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
16.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
16.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
16.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
16.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
16.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
16.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
16.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
16.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
16.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
16.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
16.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
16.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
16.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
16.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
16.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
16.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
16.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
16.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
16.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
16.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
16.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
16.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
15.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
15.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
15.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
15.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
15.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
15.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
15.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
15.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
15.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
15.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
15.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
15.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
15.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
15.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
15.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
15.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
15.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
15.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
15.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
15.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
15.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
15.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
15.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
15.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
15.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
15.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
15.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
15.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
15.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
15.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
15.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
15.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
15.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
15.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
15.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
15.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
15.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
15.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
15.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
15.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
14.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
14.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
14.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
14.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
14.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
14.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
14.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
14.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
14.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
14.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
14.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
14.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
14.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
14.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
14.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
14.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
14.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
14.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
14.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
14.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
14.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
14.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
14.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
14.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
14.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
14.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
14.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
14.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
14.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
14.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
13.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
13.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
13.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
13.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
13.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
13.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
13.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
13.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
13.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
13.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
13.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
13.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
13.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
13.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
13.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
13.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
13.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
13.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
13.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
13.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
13.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
13.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
13.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
13.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
13.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
12.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
12.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
12.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
12.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
12.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
12.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
12.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
12.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
12.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
12.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
12.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
12.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
12.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
12.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
12.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
12.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
12.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
12.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
12.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
12.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
12.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
12.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
12.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
11.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
11.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
11.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
11.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
11.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
11.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
11.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
11.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
11.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
11.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
11.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
11.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
11.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
11.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
11.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
11.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
11.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
11.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
11.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
11.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
11.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
11.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
11.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
11.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
10.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
10.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
10.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
10.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
10.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
10.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
10.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
10.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
10.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
10.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
10.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
10.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
10.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
10.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
10.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
9.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
9.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
9.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
9.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
9.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
9.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
9.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
9.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
9.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
9.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
8.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
8.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
8.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
7.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
7.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
7.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
7.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
7.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
6.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
6.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
6.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
6.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
6.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
6.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
5.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
5.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
5.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
PELP1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
27.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
26.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
26.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
25.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
24.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
23.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
22.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
22.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
22.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
22.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
21.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
21.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
21.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
21.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
21.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
20.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
20.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
20.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
19.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
19.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
19.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
19.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
19.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
18.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
18.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
18.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
18.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
18.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
18.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
18.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
18.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
18.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
17.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
17.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
17.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
17.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
17.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
17.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
17.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
17.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
17.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
17.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
17.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
16.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
16.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
16.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
16.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
16.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
16.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
16.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
16.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
16.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
16.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
16.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
15.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
15.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
15.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
15.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
15.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
15.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
15.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
15.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
15.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
15.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
15.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
14.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
14.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
14.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
14.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
14.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
14.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
14.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
13.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
13.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
13.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
13.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
13.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
13.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
13.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
12.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
12.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
12.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
12.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
12.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
11.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
11.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
11.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
11.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
11.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
11.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
10.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
10.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
9.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
9.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
9.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
9.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
8.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
8.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
7.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
PELP1 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
37.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
142.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
139.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
126.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
110.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
110.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
103.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
103.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
103.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
97.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
95.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
94.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
94.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
94.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
92.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
89.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
89.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
88.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
86.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
85.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
85.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
83.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
80.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
80.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
79.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
78.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
77.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
76.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
76.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
76.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
72.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
72.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
71.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
70.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
69.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
68.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
65.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
65.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
61.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
60.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
58.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
58.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
58.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
57.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
57.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
56.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
56.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
54.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
53.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
52.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
52.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
51.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
50.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
50.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
50.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
49.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
49.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
48.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
47.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
47.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
47.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
46.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
46.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
45.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
45.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
45.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
44.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
44.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
44.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
43.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
42.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
42.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
42.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
41.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
41.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
41.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
41.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
41.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
41.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
41.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
41.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
40.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
40.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
40.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
40.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
39.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
39.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
39.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
39.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
39.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
39.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
38.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
38.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
37.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
37.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
37.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
37.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
36.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
36.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
36.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
36.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
36.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
35.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
35.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
35.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
35.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
35.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
35.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
35.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
34.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
34.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
34.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
34.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
34.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
34.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
33.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
33.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
33.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
33.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
33.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
33.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
32.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
32.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
32.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
32.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
31.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
31.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
31.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
31.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
31.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
31.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
31.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
31.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
31.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
30.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
30.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
30.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
30.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
30.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
30.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
30.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
29.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
29.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
29.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
29.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
28.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
28.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
28.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
28.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
28.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
28.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
28.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
28.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
27.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
27.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
27.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
27.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
27.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
27.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
27.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
27.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
27.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
27.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
26.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
26.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
26.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
26.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
26.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
26.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
26.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
26.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
26.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
26.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
26.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
26.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
26.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
26.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
25.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
25.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
25.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
25.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
25.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
25.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
25.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
25.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
25.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
25.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
24.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
24.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
24.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
24.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
24.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
24.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
24.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
24.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
24.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
24.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
24.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
23.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
23.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
23.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
23.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
23.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
23.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
23.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
22.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
22.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
22.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
22.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
22.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
22.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
22.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
21.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
21.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
21.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
21.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
21.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
21.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
21.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
21.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
20.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
20.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
20.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
20.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
19.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
19.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
19.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
19.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
19.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
19.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
19.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
19.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
19.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
18.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
18.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
18.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
18.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
18.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
18.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
18.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
18.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
17.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
17.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
17.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
17.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
17.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
17.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
16.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
16.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
16.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
16.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
16.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
16.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
15.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
15.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
15.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
15.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
15.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
15.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
15.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
14.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
14.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
13.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
13.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
13.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
13.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
13.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
13.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
13.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
12.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
12.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
12.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
12.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
12.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
11.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
11.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
9.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
9.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
9.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
8.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
8.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
6.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
5.6
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0009060003
Tumor
0.6
CPT0017850003
Tumor
0.5
CPT0077310003
Tumor
0.4
CPT0084590001
Normal
0.4
CPT0012640003
Normal
0.4
CPT0014370004
Tumor
0.4
CPT0075560003
Tumor
0.4
CPT0001270001
Normal
0.4
CPT0084560003
Tumor
0.4
CPT0023690003
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0089460004
Tumor
0.3
CPT0088630003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0009000003
Tumor
0.3
CPT0001260009
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0088500001
Normal
0.3
CPT0075170001
Normal
0.3
CPT0026410003
Tumor
0.2
CPT0012920003
Normal
0.2
CPT0017450001
Normal
0.2
CPT0065930003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0000640003
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0088970003
Tumor
0.2
CPT0076330003
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0086830003
Normal
0.2
CPT0086820003
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0011410003
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0001230001
Normal
0.2
CPT0079230003
Tumor
0.2
CPT0012080003
Tumor
0.1
CPT0009020003
Normal
0.1
CPT0075130003
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0089020003
Tumor
0.1
CPT0012180003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0079180003
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0071150004
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0069160003
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0002370001
Normal
0.1
CPT0015910003
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0065870003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0079300001
Normal
0.1
CPT0092730003
Tumor
0.1
CPT0075720003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0010170001
Normal
0.1
CPT0079270003
Tumor
0.1
CPT0007870001
Normal
0.1
CPT0012670003
Tumor
0.1
CPT0001340003
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0078660003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0077490003
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0079410003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0001500009
Tumor
0.1
CPT0015730003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0012900004
Tumor
0.1
CPT0088710001
Normal
0.1
CPT0009080003
Normal
0.1
CPT0063630003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0001190001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0007320003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0010110003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0024670003
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0063320003
Tumor
0.0
CPT0065430003
Tumor
0.0
CPT0092740003
Normal
0.0
CPT0014350001
Normal
0.0
CPT0025350003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0066470004
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0012770003
Normal
0.0
CPT0078530001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0017410003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0063330001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0001550001
Normal
0.0
CPT0025610001
Normal
0.0
CPT0079000001
Normal
0.0
CPT0014160003
Tumor
0.0
CPT0012280003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0076350001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0082010001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0069010001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0012090003
Normal
0.0
CPT0019990003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0081620001
Normal
0.0
CPT0023350003
Tumor
0.0
CPT0092310003
Normal
0.0
CPT0025230003
Tumor
0.0
CPT0077140001
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0088550004
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0079510001
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0063640001
Normal
-0.1
CPT0002350011
Tumor
-0.1
CPT0088570001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0078990003
Tumor
-0.1
CPT0078840001
Normal
-0.1
CPT0088900003
Tumor
-0.1
CPT0078670001
Normal
-0.1
CPT0078800003
Tumor
-0.1
CPT0013790003
Normal
-0.1
CPT0086030003
Tumor
-0.1
CPT0014130001
Normal
-0.1
CPT0025880003
Tumor
-0.1
CPT0077500001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0092160003
Tumor
-0.1
CPT0006950001
Normal
-0.1
CPT0014450004
Tumor
-0.1
CPT0065690003
Tumor
-0.1
CPT0006630003
Tumor
-0.1
CPT0020130001
Normal
-0.1
CPT0002270011
Tumor
-0.1
CPT0089480003
Normal
-0.1
CPT0079380003
Tumor
-0.1
CPT0014470001
Normal
-0.1
CPT0025050003
Tumor
-0.1
CPT0078940001
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0078510003
Tumor
-0.1
CPT0087050003
Normal
-0.1
CPT0064370003
Tumor
-0.2
CPT0025060001
Normal
-0.2
CPT0001350001
Normal
-0.2
CPT0012550003
Tumor
-0.2
CPT0079430001
Normal
-0.2
CPT0021240003
Tumor
-0.2
CPT0006730001
Normal
-0.2
CPT0065450001
Normal
-0.2
CPT0081880003
Tumor
-0.2
CPT0023360001
Normal
-0.2
CPT0025290003
Tumor
-0.2
CPT0015810003
Tumor
-0.2
CPT0088920001
Normal
-0.2
CPT0000790001
Normal
-0.2
CPT0025170003
Tumor
-0.2
CPT0066430001
Normal
-0.3
CPT0088480003
Tumor
-0.3
CPT0007860003
Tumor
-0.3
CPT0026420001
Normal
-0.3
CPT0001180009
Tumor
-0.5
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
