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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.
ERP44 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
15.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
35.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
28.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
26.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
25.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
24.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
24.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
23.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
23.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
23.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
23.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
23.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
22.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
22.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
22.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
22.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
22.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
21.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
20.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
20.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
20.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
19.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
19.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
18.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
17.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
17.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
16.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
16.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
16.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
16.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
15.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
15.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
15.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
15.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
15.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
15.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
14.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
13.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
13.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
13.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
13.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
12.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
12.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
12.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
12.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
12.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
12.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
11.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
11.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
11.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
11.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
10.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
10.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
9.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
9.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
9.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
8.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
8.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
7.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
7.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
6.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
6.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
5.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
4.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 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.
ERP44 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
18.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
47.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
45.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
44.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
36.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
35.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
34.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
33.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
31.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
31.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
31.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
31.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
31.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
30.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
30.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
30.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
29.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
29.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
29.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
29.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
28.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
28.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
28.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
28.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
27.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
27.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
27.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
27.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
27.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
27.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
27.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
27.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
27.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
27.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
26.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
26.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
26.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
26.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
26.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
26.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
25.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
25.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
25.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
25.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
25.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
25.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
25.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
25.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
25.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
25.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
25.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
25.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
25.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
25.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
25.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
25.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
25.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
25.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
25.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
25.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
25.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
24.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
24.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
24.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
24.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
24.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
24.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
24.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
24.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
24.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
24.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
23.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
23.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
23.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
23.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
23.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
23.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
23.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
23.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
23.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
23.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
23.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
23.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
23.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
23.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
23.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
23.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
23.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
23.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
23.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
23.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
23.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
22.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
22.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
22.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
22.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
22.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
22.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
22.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
22.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
22.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
22.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
22.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
22.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
22.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
22.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
22.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
22.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
22.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
22.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
22.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
22.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
22.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
22.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
22.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
22.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
22.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
22.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
22.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
22.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
22.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
21.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
21.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
21.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
21.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
21.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
21.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
21.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
21.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
21.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
21.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
21.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
21.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
21.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
21.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
21.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
21.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
21.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
21.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
21.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
21.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
21.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
21.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
21.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
21.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
21.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
21.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
21.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
21.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
21.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
21.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
21.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
21.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
21.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
21.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
21.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
21.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
21.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
21.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
20.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
20.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
20.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
20.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
20.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
20.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
20.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
20.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
20.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
20.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
20.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
20.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
20.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
20.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
20.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
20.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
20.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
20.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
20.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
20.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
20.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
20.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
20.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
20.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
20.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
20.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
20.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
20.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
20.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
20.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
20.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
20.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
19.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
19.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
19.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
19.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
19.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
19.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
19.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
19.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
19.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
19.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
19.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
19.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
19.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
19.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
19.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
19.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
19.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
19.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
19.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
19.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
19.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
19.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
19.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
19.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
19.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
19.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
19.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
19.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
19.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
19.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
19.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
19.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
19.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
19.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
19.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
19.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
19.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
19.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
19.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
19.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
19.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
19.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
18.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
18.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
18.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
18.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
18.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
18.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
18.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
18.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
18.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
18.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
18.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
18.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
18.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
18.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
18.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
18.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
18.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
18.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
18.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
18.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
18.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
18.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
18.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
18.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
18.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
18.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
18.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
18.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
18.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
18.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
17.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
17.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
17.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
17.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
17.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
17.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
17.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
17.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
17.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
17.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
17.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
17.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
17.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
17.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
17.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
17.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
17.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
17.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
17.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
17.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
17.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
17.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
17.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
17.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
17.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
17.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
17.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
17.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
17.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
17.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
17.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
17.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
17.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
17.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
17.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
16.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
16.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
16.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
16.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
16.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
16.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
16.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
16.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
16.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
16.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
16.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
16.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
16.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
16.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
16.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
16.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
16.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
16.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
16.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
16.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
16.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
16.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
16.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
16.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
16.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
16.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
16.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
16.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
16.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
16.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
16.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
16.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
16.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
16.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
16.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
15.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
15.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
15.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
15.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
15.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
15.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
15.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
15.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
15.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
15.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
15.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
15.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
15.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
15.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
15.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
15.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
15.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
15.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
15.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
15.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
15.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
15.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
15.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
15.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
15.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
15.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
15.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
15.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
15.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
15.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
15.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
15.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
15.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
15.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
15.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
15.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
15.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
15.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
14.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
14.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
14.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
14.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
14.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
14.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
14.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
14.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
14.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
14.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
14.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
14.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
14.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
14.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
14.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
14.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
14.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
14.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
14.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
14.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
14.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
14.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
14.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
14.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
14.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
14.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
14.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
14.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
14.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
14.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
14.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
14.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
13.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
13.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
13.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
13.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
13.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
13.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
13.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
13.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
13.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
13.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
13.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
13.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
13.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
13.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
13.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
13.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
13.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
13.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
13.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
13.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
13.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
13.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
13.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
13.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
12.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
12.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
12.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
12.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
12.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
12.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
12.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
12.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
12.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
12.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
12.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
12.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
12.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
12.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
12.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
12.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
12.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
12.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
12.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
12.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
12.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
12.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
12.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
12.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
12.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
12.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
12.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
12.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
12.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
12.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
12.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
11.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
11.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
11.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
11.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
11.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
11.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
11.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
11.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
11.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
11.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
11.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
11.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
11.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
11.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
11.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
11.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
11.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
11.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
11.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
10.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
10.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
10.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
10.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
10.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
10.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
10.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
10.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
10.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
10.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
10.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
10.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
9.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
9.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
9.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
9.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
9.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
9.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
9.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
9.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
9.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
9.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
9.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
9.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
9.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
9.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
8.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
8.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
8.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
8.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
8.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
8.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
7.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
7.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
7.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
6.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
6.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
6.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
6.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
6.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
6.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 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.
ERP44 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
21.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
38.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
36.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
34.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
33.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
31.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
31.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
30.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
30.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
29.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
28.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
28.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
28.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
28.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
28.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
28.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
28.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
28.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
28.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
28.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
28.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
26.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
26.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
26.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
26.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
26.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
26.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
25.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
25.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
25.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
25.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
25.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
25.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
24.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
24.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
24.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
23.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
23.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
23.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
23.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
23.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
23.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
23.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
22.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
22.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
22.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
22.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
22.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
22.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
22.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
21.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
21.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
21.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
21.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
21.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
20.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
20.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
20.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
20.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
20.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
20.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
19.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
19.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
19.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
19.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
19.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
18.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
18.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
18.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
18.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
18.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
18.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
18.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
17.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
17.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
17.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
17.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
17.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
17.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
16.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
16.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
16.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
15.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
15.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
15.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
14.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
14.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
14.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
14.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
13.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
13.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
12.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
12.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
12.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
11.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
11.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
11.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
10.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
10.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
ERP44 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
15.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
40.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
34.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
28.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
27.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
26.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
26.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
26.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
26.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
25.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
25.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
24.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
24.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
23.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
23.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
23.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
23.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
23.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
23.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
23.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
23.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
22.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
22.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
22.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
22.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
22.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
22.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
22.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
22.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
22.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
22.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
22.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
22.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
22.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
22.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
22.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
21.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
21.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
21.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
21.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
21.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
21.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
21.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
21.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
21.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
20.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
20.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
20.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
20.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
20.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
20.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
20.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
20.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
20.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
20.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
20.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
20.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
20.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
20.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
19.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
19.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
19.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
19.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
19.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
19.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
19.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
19.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
19.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
19.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
19.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
19.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
19.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
19.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
19.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
19.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
19.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
19.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
19.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
19.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
18.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
18.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
18.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
18.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
18.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
18.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
18.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
18.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
18.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
18.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
18.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
18.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
18.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
18.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
17.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
17.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
17.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
17.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
17.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
17.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
17.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
17.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
17.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
17.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
17.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
17.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
17.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
17.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
17.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
17.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
17.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
17.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
17.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
16.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
16.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
16.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
16.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
16.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
16.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
16.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
16.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
16.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
16.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
16.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
16.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
16.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
16.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
16.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
16.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
16.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
16.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
16.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
16.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
16.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
16.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
15.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
15.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
15.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
15.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
15.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
15.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
15.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
15.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
15.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
15.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
15.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
15.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
15.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
15.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
15.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
15.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
15.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
15.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
15.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
14.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
14.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
14.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
14.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
14.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
14.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
14.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
14.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
14.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
14.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
14.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
14.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
14.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
14.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
14.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
14.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
14.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
13.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
13.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
13.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
13.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
13.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
13.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
13.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
13.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
13.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
13.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
13.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
13.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
13.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
13.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
13.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
13.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
13.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
13.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
13.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
13.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
13.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
13.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
13.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
13.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
13.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
13.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
13.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
13.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
13.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
12.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
12.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
12.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
12.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
12.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
12.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
12.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
12.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
12.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
12.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
12.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
12.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
12.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
12.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
12.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
12.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
12.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
12.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
12.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
12.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
12.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
12.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
12.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
12.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
11.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
11.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
11.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
11.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
11.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
11.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
11.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
11.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
11.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
11.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
11.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
11.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
11.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
11.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
11.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
11.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
11.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
11.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
10.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
10.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
10.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
10.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
10.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
10.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
10.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
10.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
10.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
9.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
9.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
9.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
9.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
9.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
9.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
9.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
9.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
9.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
9.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
9.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
8.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
8.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
8.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
8.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
8.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
8.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
8.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
7.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
7.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
7.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
7.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
7.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
7.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
6.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
6.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
6.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
5.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
5.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
5.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
5.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
3.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
2.7
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0002350011
Tumor
1.1
CPT0088550004
Tumor
0.9
CPT0065430003
Tumor
0.8
CPT0015730003
Tumor
0.6
CPT0023350003
Tumor
0.6
CPT0076330003
Tumor
0.6
CPT0012180003
Tumor
0.5
CPT0079270003
Tumor
0.5
CPT0012550003
Tumor
0.4
CPT0086820003
Tumor
0.4
CPT0025110003
Tumor
0.4
CPT0007320003
Tumor
0.4
CPT0078830003
Tumor
0.4
CPT0017410003
Tumor
0.3
CPT0078800003
Tumor
0.3
CPT0011410003
Tumor
0.3
CPT0012900004
Tumor
0.3
CPT0086360003
Tumor
0.3
CPT0075130003
Tumor
0.3
CPT0012670003
Tumor
0.3
CPT0078660003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0069160003
Tumor
0.2
CPT0084560003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0078530001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0025060001
Normal
0.2
CPT0001190001
Normal
0.2
CPT0020120003
Tumor
0.2
CPT0017450001
Normal
0.2
CPT0000640003
Tumor
0.2
CPT0006530001
Normal
0.2
CPT0079180003
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0069000003
Tumor
0.2
CPT0024680001
Normal
0.2
CPT0092730003
Tumor
0.1
CPT0017850003
Tumor
0.1
CPT0012570003
Normal
0.1
CPT0001180009
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0023360001
Normal
0.1
CPT0078990003
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0065750003
Tumor
0.1
CPT0065450001
Normal
0.1
CPT0081990003
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0092190003
Normal
0.1
CPT0014130001
Normal
0.1
CPT0085670003
Tumor
0.1
CPT0000790001
Normal
0.1
CPT0066430001
Normal
0.1
CPT0010120001
Normal
0.1
CPT0087040003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0018250001
Normal
0.1
CPT0010170001
Normal
0.1
CPT0006950001
Normal
0.1
CPT0066480003
Tumor
0.1
CPT0002270011
Tumor
0.1
CPT0075560003
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0078840001
Normal
0.1
CPT0009060003
Tumor
0.1
CPT0014350001
Normal
0.1
CPT0092160003
Tumor
0.1
CPT0000890001
Normal
0.1
CPT0001340003
Tumor
0.1
CPT0001350001
Normal
0.1
CPT0023710001
Normal
0.1
CPT0081620001
Normal
0.1
CPT0001260009
Tumor
0.1
CPT0020020001
Normal
0.0
CPT0077320001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0088920001
Normal
0.0
CPT0012370003
Tumor
0.0
CPT0026420001
Normal
0.0
CPT0081600003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0063630003
Tumor
0.0
CPT0007860003
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0012770003
Normal
0.0
CPT0025350003
Tumor
0.0
CPT0089020003
Tumor
0.0
CPT0086870003
Tumor
0.0
CPT0082010001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0012920003
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0078940001
Normal
0.0
CPT0089480003
Normal
0.0
CPT0012090003
Normal
0.0
CPT0086830003
Normal
0.0
CPT0064400001
Normal
0.0
CPT0092800003
Normal
0.0
CPT0092740003
Normal
0.0
CPT0066520001
Normal
0.0
CPT0001540009
Tumor
0.0
CPT0088630003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0079510001
Normal
0.0
CPT0020130001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0063320003
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0092310003
Normal
0.0
CPT0026410003
Tumor
0.0
CPT0025290003
Tumor
0.0
CPT0077140001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0025170003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0009000003
Tumor
0.0
CPT0001500009
Tumor
0.0
CPT0065870003
Tumor
0.0
CPT0007870001
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0011240003
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0088570001
Normal
-0.1
CPT0079230003
Tumor
-0.1
CPT0077500001
Normal
-0.1
CPT0075720003
Tumor
-0.1
CPT0012640003
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0079480003
Tumor
-0.1
CPT0071150004
Tumor
-0.1
CPT0009020003
Normal
-0.1
CPT0006900003
Tumor
-0.1
CPT0063330001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0065690003
Tumor
-0.1
CPT0086370003
Normal
-0.1
CPT0010160003
Tumor
-0.1
CPT0081880003
Tumor
-0.1
CPT0000870016
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0001550001
Normal
-0.1
CPT0015910003
Tumor
-0.1
CPT0077110003
Tumor
-0.1
CPT0014160003
Tumor
-0.1
CPT0025580004
Tumor
-0.1
CPT0065930003
Tumor
-0.1
CPT0001230001
Normal
-0.1
CPT0088760003
Tumor
-0.2
CPT0014370004
Tumor
-0.2
CPT0092790003
Tumor
-0.2
CPT0025920001
Normal
-0.2
CPT0086890003
Normal
-0.2
CPT0019160001
Normal
-0.2
CPT0079000001
Normal
-0.2
CPT0024670003
Tumor
-0.2
CPT0078510003
Tumor
-0.2
CPT0088640003
Normal
-0.2
CPT0086030003
Tumor
-0.2
CPT0078930003
Tumor
-0.2
CPT0023690003
Tumor
-0.2
CPT0066470004
Tumor
-0.2
CPT0015810003
Tumor
-0.2
CPT0025880003
Tumor
-0.2
CPT0012080003
Tumor
-0.2
CPT0092290003
Tumor
-0.2
CPT0089460004
Tumor
-0.2
CPT0019130003
Tumor
-0.2
CPT0088900003
Tumor
-0.2
CPT0021240003
Tumor
-0.2
CPT0088480003
Tumor
-0.3
CPT0019990003
Tumor
-0.3
CPT0088970003
Tumor
-0.3
CPT0025230003
Tumor
-0.3
CPT0000780007
Tumor
-0.3
CPT0025050003
Tumor
-0.3
CPT0006630003
Tumor
-0.4
CPT0014450004
Tumor
-0.4
CPT0077490003
Tumor
-0.4
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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
