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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.
PRR14 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
11.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
24.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
23.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
23.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
23.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
22.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
20.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
20.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
19.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
19.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
18.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
18.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
18.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
17.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
16.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
15.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
15.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
14.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
14.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
14.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
13.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
13.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
13.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
13.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
13.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
12.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
12.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
12.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
11.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
11.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
11.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
11.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
11.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
10.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
10.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
10.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
9.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
9.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
9.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
9.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
9.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
9.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
9.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
9.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
9.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
8.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
8.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
7.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
7.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
7.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
7.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
6.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
6.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
6.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
6.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
6.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
5.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
5.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
4.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
3.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
3.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
2.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 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.
PRR14 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
45.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
35.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
34.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
33.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
31.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
31.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
30.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
30.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
29.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
29.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
28.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
28.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
28.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
28.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
27.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
27.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
26.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
26.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
25.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
25.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
25.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
25.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
25.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
24.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
24.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
24.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
24.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
24.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
24.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
24.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
24.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
24.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
24.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
23.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
23.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
23.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
23.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
23.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
23.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
23.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
23.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
23.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
23.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
23.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
23.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
23.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
23.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
23.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
23.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
22.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
22.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
22.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
22.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
22.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
22.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
22.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
22.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
22.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
22.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
22.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
22.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
22.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
22.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
22.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
22.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
22.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
21.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
21.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
21.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
21.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
21.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
21.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
21.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
21.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
21.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
21.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
21.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
21.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
21.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
21.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
21.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
21.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
21.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
21.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
21.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
21.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
21.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
21.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
20.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
20.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
20.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
20.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
20.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
20.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
20.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
20.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
20.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
20.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
20.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
20.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
20.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
20.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
20.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
20.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
20.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
20.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
20.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
20.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
20.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
20.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
20.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
20.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
19.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
19.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
19.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
19.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
19.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
19.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
19.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
19.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
19.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
19.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
19.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
19.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
19.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
19.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
19.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
19.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
19.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
19.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
19.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
19.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
19.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
19.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
19.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
19.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
19.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
19.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
19.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
19.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
19.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
19.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
19.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
18.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
18.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
18.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
18.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
18.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
18.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
18.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
18.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
18.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
18.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
18.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
18.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
18.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
18.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
18.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
18.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
18.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
18.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
18.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
18.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
18.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
18.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
18.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
18.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
18.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
18.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
18.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
18.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
18.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
18.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
18.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
18.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
18.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
18.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
18.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
18.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
18.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
18.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
18.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
18.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
18.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
18.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
18.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
18.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
18.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
18.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
18.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
18.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
18.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
18.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
18.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
18.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
17.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
17.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
17.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
17.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
17.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
17.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
17.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
17.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
17.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
17.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
17.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
17.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
17.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
17.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
17.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
17.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
17.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
17.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
17.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
17.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
17.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
17.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
17.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
17.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
17.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
17.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
17.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
17.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
17.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
17.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
17.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
17.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
17.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
17.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
17.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
17.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
17.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
16.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
16.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
16.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
16.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
16.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
16.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
16.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
16.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
16.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
16.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
16.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
16.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
16.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
16.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
16.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
16.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
16.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
16.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
16.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
16.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
16.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
16.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
16.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
16.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
16.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
16.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
16.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
16.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
16.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
16.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
16.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
16.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
16.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
16.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
16.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
16.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
16.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
16.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
16.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
16.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
15.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
15.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
15.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
15.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
15.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
15.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
15.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
15.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
15.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
15.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
15.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
15.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
15.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
15.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
15.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
15.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
15.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
15.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
15.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
15.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
15.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
15.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
15.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
15.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
15.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
15.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
15.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
15.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
15.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
15.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
15.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
15.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
15.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
15.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
15.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
15.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
15.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
15.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
15.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
15.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
15.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
15.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
15.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
15.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
15.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
15.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
14.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
14.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
14.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
14.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
14.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
14.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
14.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
14.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
14.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
14.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
14.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
14.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
14.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
14.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
14.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
14.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
14.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
14.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
14.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
14.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
14.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
14.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
14.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
14.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
14.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
14.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
14.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
14.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
14.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
14.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
14.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
14.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
14.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
14.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
14.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
14.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
14.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
14.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
13.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
13.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
13.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
13.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
13.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
13.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
13.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
13.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
13.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
13.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
13.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
13.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
13.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
13.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
13.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
13.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
13.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
13.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
13.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
13.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
13.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
13.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
13.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
13.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
13.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
13.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
13.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
13.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
13.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
13.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
13.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
13.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
13.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
13.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
13.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
13.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
13.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
12.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
12.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
12.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
12.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
12.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
12.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
12.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
12.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
12.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
12.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
12.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
12.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
12.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
12.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
12.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
12.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
12.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
12.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
12.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
12.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
12.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
12.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
12.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
12.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
12.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
12.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
12.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
11.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
11.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
11.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
11.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
11.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
11.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
11.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
11.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
11.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
11.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
11.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
11.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
11.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
11.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
11.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
11.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
11.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
11.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
11.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
11.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
11.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
11.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
11.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
11.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
11.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
11.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
10.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
10.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
10.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
10.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
10.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
10.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
10.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
10.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
10.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
10.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
10.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
10.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
10.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
10.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
10.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
10.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
10.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
10.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
10.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
9.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
9.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
9.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
9.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
9.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
9.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
9.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
9.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
9.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
9.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
9.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
9.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
9.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
8.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
8.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
8.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
8.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
8.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
8.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
8.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
8.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
8.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
8.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
8.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
8.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
8.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
8.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
7.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
7.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
7.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
7.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
7.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
7.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
6.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
6.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
6.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
6.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
6.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
5.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
5.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
5.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
5.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
5.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
5.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
5.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
4.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
4.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
3.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
2.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
2.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
1.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
1.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PRR14 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
20.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
33.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
31.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
31.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
29.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
29.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
29.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
28.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
28.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
27.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
27.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
27.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
27.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
26.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
26.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
26.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
26.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
26.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
25.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
25.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
24.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
24.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
24.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
24.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
24.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
24.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
24.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
23.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
23.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
22.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
22.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
22.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
22.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
22.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
22.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
22.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
22.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
21.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
21.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
21.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
21.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
21.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
21.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
21.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
20.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
20.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
20.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
20.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
20.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
20.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
20.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
20.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
20.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
20.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
20.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
20.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
20.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
19.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
19.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
19.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
19.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
18.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
18.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
18.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
18.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
18.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
18.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
17.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
17.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
17.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
17.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
17.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
17.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
17.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
16.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
16.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
16.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
16.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
16.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
15.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
15.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
15.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
15.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
15.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
15.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
15.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
14.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
13.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
13.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
12.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
12.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
12.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
12.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
12.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
12.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
11.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
11.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
10.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
10.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
9.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 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.
PRR14 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
65.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
60.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
58.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
50.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
50.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
50.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
47.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
47.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
44.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
43.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
43.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
43.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
43.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
42.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
42.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
41.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
39.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
39.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
38.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
38.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
38.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
38.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
37.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
37.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
37.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
37.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
36.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
36.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
36.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
36.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
36.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
36.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
36.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
36.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
35.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
35.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
35.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
35.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
35.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
34.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
34.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
33.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
33.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
33.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
32.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
32.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
32.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
32.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
32.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
32.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
32.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
31.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
31.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
31.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
31.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
31.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
30.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
30.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
30.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
30.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
30.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
30.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
29.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
29.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
29.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
29.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
29.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
28.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
28.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
28.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
28.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
28.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
28.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
28.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
28.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
27.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
27.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
27.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
27.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
27.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
27.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
27.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
27.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
27.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
26.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
26.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
26.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
26.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
26.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
26.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
25.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
25.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
25.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
25.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
25.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
25.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
25.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
25.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
25.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
24.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
24.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
24.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
24.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
24.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
24.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
24.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
24.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
24.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
24.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
23.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
23.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
23.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
23.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
23.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
23.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
23.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
23.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
23.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
22.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
22.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
22.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
22.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
22.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
22.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
22.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
22.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
22.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
22.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
22.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
22.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
21.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
21.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
21.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
21.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
21.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
21.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
21.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
21.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
21.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
21.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
21.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
21.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
20.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
20.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
20.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
20.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
20.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
20.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
20.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
20.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
20.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
20.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
20.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
20.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
20.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
20.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
20.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
20.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
20.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
20.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
19.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
19.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
19.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
19.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
19.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
19.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
19.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
19.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
19.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
19.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
19.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
19.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
19.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
19.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
18.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
18.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
18.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
18.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
18.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
18.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
18.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
18.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
18.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
18.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
18.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
18.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
18.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
18.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
18.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
18.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
17.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
17.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
17.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
17.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
17.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
17.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
17.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
17.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
17.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
17.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
16.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
16.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
16.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
16.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
16.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
16.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
16.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
16.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
16.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
16.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
16.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
16.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
16.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
15.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
15.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
15.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
15.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
15.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
15.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
15.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
15.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
15.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
15.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
14.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
14.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
14.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
14.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
14.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
14.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
14.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
14.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
14.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
13.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
13.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
13.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
13.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
13.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
13.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
13.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
13.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
13.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
13.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
12.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
12.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
12.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
12.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
11.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
11.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
11.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
11.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
11.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
10.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
10.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
10.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
10.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
10.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
10.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
9.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
9.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
9.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
9.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
9.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
8.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
8.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
8.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
8.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
8.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
7.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
7.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
7.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
7.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
6.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
6.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
5.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
3.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0006440003
Tumor
1.1
CPT0014370004
Tumor
1.0
CPT0007860003
Tumor
1.0
CPT0066480003
Tumor
0.9
CPT0017410003
Tumor
0.8
CPT0006630003
Tumor
0.8
CPT0012370003
Tumor
0.8
CPT0077490003
Tumor
0.7
CPT0071150004
Tumor
0.7
CPT0010160003
Tumor
0.7
CPT0026410003
Tumor
0.7
CPT0075720003
Tumor
0.6
CPT0025580004
Tumor
0.6
CPT0015910003
Tumor
0.6
CPT0011240003
Tumor
0.6
CPT0088630003
Tumor
0.6
CPT0088760003
Tumor
0.6
CPT0064370003
Tumor
0.6
CPT0023690003
Tumor
0.6
CPT0063320003
Tumor
0.6
CPT0012080003
Tumor
0.6
CPT0089460004
Tumor
0.6
CPT0009060003
Tumor
0.5
CPT0085670003
Tumor
0.5
CPT0025880003
Tumor
0.5
CPT0000780007
Tumor
0.5
CPT0092790003
Tumor
0.5
CPT0025350003
Tumor
0.5
CPT0086870003
Tumor
0.5
CPT0065870003
Tumor
0.4
CPT0065810003
Tumor
0.4
CPT0000870016
Tumor
0.4
CPT0011410003
Tumor
0.4
CPT0092730003
Tumor
0.4
CPT0065690003
Tumor
0.4
CPT0078990003
Tumor
0.4
CPT0012900004
Tumor
0.3
CPT0009000003
Tumor
0.3
CPT0087040003
Tumor
0.3
CPT0000640003
Tumor
0.3
CPT0078800003
Tumor
0.3
CPT0081990003
Tumor
0.3
CPT0078830003
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0025290003
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0081600003
Tumor
0.3
CPT0075560003
Tumor
0.3
CPT0024670003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0086360003
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0010120001
Normal
0.2
CPT0017850003
Tumor
0.2
CPT0001500009
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0001220008
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0092160003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0079230003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0065750003
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0002370001
Normal
0.1
CPT0088690003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0088970003
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0088550004
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0001550001
Normal
0.0
CPT0086820003
Tumor
0.0
CPT0001230001
Normal
0.0
CPT0012670003
Tumor
0.0
CPT0012640003
Normal
0.0
CPT0019160001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0079510001
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0025610001
Normal
0.0
CPT0012280003
Tumor
0.0
CPT0081620001
Normal
0.0
CPT0025230003
Tumor
0.0
CPT0012180003
Tumor
0.0
CPT0001540009
Tumor
0.0
CPT0000890001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0015730003
Tumor
-0.1
CPT0001180009
Tumor
-0.1
CPT0086890003
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0021240003
Tumor
-0.1
CPT0078940001
Normal
-0.1
CPT0012920003
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0069190001
Normal
-0.1
CPT0063330001
Normal
-0.1
CPT0075130003
Tumor
-0.1
CPT0078530001
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0002350011
Tumor
-0.1
CPT0084560003
Tumor
-0.1
CPT0077500001
Normal
-0.1
CPT0078510003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0025060001
Normal
-0.2
CPT0012770003
Normal
-0.2
CPT0023710001
Normal
-0.2
CPT0066520001
Normal
-0.2
CPT0079410003
Tumor
-0.2
CPT0007470001
Normal
-0.2
CPT0065820001
Normal
-0.2
CPT0020130001
Normal
-0.2
CPT0075570001
Normal
-0.2
CPT0079300001
Normal
-0.2
CPT0009020003
Normal
-0.2
CPT0006530001
Normal
-0.2
CPT0001190001
Normal
-0.2
CPT0014130001
Normal
-0.2
CPT0086830003
Normal
-0.2
CPT0079000001
Normal
-0.2
CPT0019990003
Tumor
-0.2
CPT0020120003
Tumor
-0.2
CPT0069010001
Normal
-0.2
CPT0086950003
Tumor
-0.2
CPT0078840001
Normal
-0.2
CPT0086370003
Normal
-0.2
CPT0088500001
Normal
-0.2
CPT0065450001
Normal
-0.2
CPT0088780001
Normal
-0.2
CPT0088640003
Normal
-0.2
CPT0092290003
Tumor
-0.2
CPT0092310003
Normal
-0.2
CPT0025050003
Tumor
-0.3
CPT0002270011
Tumor
-0.3
CPT0079430001
Normal
-0.3
CPT0017450001
Normal
-0.3
CPT0088920001
Normal
-0.3
CPT0001260009
Tumor
-0.3
CPT0063630003
Tumor
-0.3
CPT0078670001
Normal
-0.3
CPT0012290003
Normal
-0.3
CPT0001270001
Normal
-0.3
CPT0092800003
Normal
-0.3
CPT0088480003
Tumor
-0.3
CPT0001350001
Normal
-0.3
CPT0025920001
Normal
-0.3
CPT0000790001
Normal
-0.3
CPT0081880003
Tumor
-0.3
CPT0012090003
Normal
-0.4
CPT0006730001
Normal
-0.4
CPT0014160003
Tumor
-0.4
CPT0023360001
Normal
-0.4
CPT0010170001
Normal
-0.4
CPT0076330003
Tumor
-0.4
CPT0013790003
Normal
-0.4
CPT0018250001
Normal
-0.4
CPT0009080003
Normal
-0.4
CPT0001340003
Tumor
-0.4
CPT0012570003
Normal
-0.4
CPT0020020001
Normal
-0.4
CPT0026420001
Normal
-0.4
CPT0079180003
Tumor
-0.4
CPT0063640001
Normal
-0.4
CPT0064400001
Normal
-0.4
CPT0023350003
Tumor
-0.5
CPT0086970003
Normal
-0.5
CPT0092740003
Normal
-0.5
CPT0076350001
Normal
-0.5
CPT0066430001
Normal
-0.6
CPT0007870001
Normal
-0.6
CPT0077140001
Normal
-0.7
CPT0012550003
Tumor
-0.7
CPT0089040001
Normal
-0.7
CPT0078660003
Tumor
-0.8
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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
