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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.
RPP38 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
8.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
20.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
19.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
18.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
17.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
16.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
15.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
15.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
12.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
12.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
12.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
11.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
11.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
11.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
11.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
10.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
10.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
9.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
9.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
9.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
8.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
8.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
8.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
8.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
8.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
7.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
7.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
7.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
7.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
7.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
7.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
7.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
7.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
7.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
7.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
7.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
6.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
6.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
6.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
6.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
6.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
6.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
6.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
6.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
6.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
5.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
5.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
5.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
5.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
5.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
5.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
5.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
5.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
5.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
5.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
4.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
4.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
4.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
4.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
3.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
3.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
3.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
3.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
2.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 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.
RPP38 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
36.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
24.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
24.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
24.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
24.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
23.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
23.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
22.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
22.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
22.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
21.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
21.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
21.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
21.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
21.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
21.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
21.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
21.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
20.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
20.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
20.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
20.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
20.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
20.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
20.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
20.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
20.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
20.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
19.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
19.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
19.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
19.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
19.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
19.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
19.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
19.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
19.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
19.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
19.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
19.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
19.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
19.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
19.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
19.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
18.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
18.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
18.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
18.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
18.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
18.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
18.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
18.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
18.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
18.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
18.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
18.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
18.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
18.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
18.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
18.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
18.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
18.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
17.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
17.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
17.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
17.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
17.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
17.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
17.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
17.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
17.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
17.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
17.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
17.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
17.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
17.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
17.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
17.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
17.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
17.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
17.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
17.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
17.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
17.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
16.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
16.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
16.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
16.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
16.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
16.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
16.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
16.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
16.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
16.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
16.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
16.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
16.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
16.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
16.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
16.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
16.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
16.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
16.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
16.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
16.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
16.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
16.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
16.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
16.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
16.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
16.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
16.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
16.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
16.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
16.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
16.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
16.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
16.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
16.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
16.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
16.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
16.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
16.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
16.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
16.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
16.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
16.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
16.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
16.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
16.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
16.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
16.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
16.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
16.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
16.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
16.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
16.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
16.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
16.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
16.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
16.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
16.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
16.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
16.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
16.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
15.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
15.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
15.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
15.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
15.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
15.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
15.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
15.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
15.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
15.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
15.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
15.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
15.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
15.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
15.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
15.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
15.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
15.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
15.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
15.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
15.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
15.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
15.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
15.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
15.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
15.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
15.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
15.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
15.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
15.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
15.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
15.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
15.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
15.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
15.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
15.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
15.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
15.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
15.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
15.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
14.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
14.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
14.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
14.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
14.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
14.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
14.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
14.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
14.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
14.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
14.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
14.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
14.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
14.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
14.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
14.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
14.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
14.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
14.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
14.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
14.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
14.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
14.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
14.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
14.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
14.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
14.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
14.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
14.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
14.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
14.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
14.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
14.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
14.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
14.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
14.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
14.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
14.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
14.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
14.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
14.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
14.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
14.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
14.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
14.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
14.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
14.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
14.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
14.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
14.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
14.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
13.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
13.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
13.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
13.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
13.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
13.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
13.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
13.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
13.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
13.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
13.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
13.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
13.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
13.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
13.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
13.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
13.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
13.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
13.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
13.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
13.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
13.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
13.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
13.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
13.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
13.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
13.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
13.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
13.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
13.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
13.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
13.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
13.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
13.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
13.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
13.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
13.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
13.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
13.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
13.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
13.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
13.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
13.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
13.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
13.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
13.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
13.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
13.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
13.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
12.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
12.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
12.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
12.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
12.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
12.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
12.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
12.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
12.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
12.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
12.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
12.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
12.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
12.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
12.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
12.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
12.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
12.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
12.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
12.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
12.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
12.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
12.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
12.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
12.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
12.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
12.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
12.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
12.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
12.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
12.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
12.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
12.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
12.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
12.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
12.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
12.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
12.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
12.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
12.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
12.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
12.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
12.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
12.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
12.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
12.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
12.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
12.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
12.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
12.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
12.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
12.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
12.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
12.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
12.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
12.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
12.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
12.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
12.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
11.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
11.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
11.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
11.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
11.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
11.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
11.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
11.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
11.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
11.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
11.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
11.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
11.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
11.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
11.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
11.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
11.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
11.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
11.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
11.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
11.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
11.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
11.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
11.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
11.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
11.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
11.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
11.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
11.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
11.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
11.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
11.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
11.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
11.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
11.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
11.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
11.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
11.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
11.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
11.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
11.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
11.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
10.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
10.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
10.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
10.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
10.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
10.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
10.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
10.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
10.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
10.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
10.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
10.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
10.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
10.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
10.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
10.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
10.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
10.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
10.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
10.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
10.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
10.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
10.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
10.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
10.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
10.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
10.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
10.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
10.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
10.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
10.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
10.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
10.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
10.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
10.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
10.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
10.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
10.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
9.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
9.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
9.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
9.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
9.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
9.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
9.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
9.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
9.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
9.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
9.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
9.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
9.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
9.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
9.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
9.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
9.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
9.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
9.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
9.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
9.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
9.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
9.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
9.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
9.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
9.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
9.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
8.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
8.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
8.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
8.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
8.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
8.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
8.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
8.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
8.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
8.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
8.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
8.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
8.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
8.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
8.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
8.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
8.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
8.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
8.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
8.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
8.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
8.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
8.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
8.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
8.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
8.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
8.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
8.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
8.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
8.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
8.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
8.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
8.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
8.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
7.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
7.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
7.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
7.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
7.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
7.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
7.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
7.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
7.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
7.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
7.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
7.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
7.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
7.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
7.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
7.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
7.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
6.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
6.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
6.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
6.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
6.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
6.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
6.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
5.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
5.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
5.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
5.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
5.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
4.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
4.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
4.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
3.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RPP38 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
14.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
28.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
22.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
20.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
19.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
19.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
19.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
18.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
18.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
18.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
18.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
18.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
18.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
18.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
18.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
18.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
17.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
17.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
17.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
17.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
17.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
17.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
17.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
16.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
16.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
16.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
16.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
16.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
16.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
16.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
16.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
16.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
16.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
16.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
16.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
15.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
15.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
15.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
15.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
15.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
15.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
15.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
15.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
15.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
14.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
14.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
14.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
14.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
14.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
14.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
13.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
13.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
13.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
13.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
13.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
13.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
13.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
13.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
12.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
12.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
12.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
12.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
12.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
12.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
12.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
12.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
12.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
12.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
12.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
12.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
12.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
11.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
11.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
11.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
11.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
11.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
11.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
11.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
11.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
11.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
10.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
10.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
10.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
10.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
9.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
9.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
9.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
9.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
9.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
9.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
9.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
9.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
8.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
8.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
8.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
8.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
7.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
7.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
6.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 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.
RPP38 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
14.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
81.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
40.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
35.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
35.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
33.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
30.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
29.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
29.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
27.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
27.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
26.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
26.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
26.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
24.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
24.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
24.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
23.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
23.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
22.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
22.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
22.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
21.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
21.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
21.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
21.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
21.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
21.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
21.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
20.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
20.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
20.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
20.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
20.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
20.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
19.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
19.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
19.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
19.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
19.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
19.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
18.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
18.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
18.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
18.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
18.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
18.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
18.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
18.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
18.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
18.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
18.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
18.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
17.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
17.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
17.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
17.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
17.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
17.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
17.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
17.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
17.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
17.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
17.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
17.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
16.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
16.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
16.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
16.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
16.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
16.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
16.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
16.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
16.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
16.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
16.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
16.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
16.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
16.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
16.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
16.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
15.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
15.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
15.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
15.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
15.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
15.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
15.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
15.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
15.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
15.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
15.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
15.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
15.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
15.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
15.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
15.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
15.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
15.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
15.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
15.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
15.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
15.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
15.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
14.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
14.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
14.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
14.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
14.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
14.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
14.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
14.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
14.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
14.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
14.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
14.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
14.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
14.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
14.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
14.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
14.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
14.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
14.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
14.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
14.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
14.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
14.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
14.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
13.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
13.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
13.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
13.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
13.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
13.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
13.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
13.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
13.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
13.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
13.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
13.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
13.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
13.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
13.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
13.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
13.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
13.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
13.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
13.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
13.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
13.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
13.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
12.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
12.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
12.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
12.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
12.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
12.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
12.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
12.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
12.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
12.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
12.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
12.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
12.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
12.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
12.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
12.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
12.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
12.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
12.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
12.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
12.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
12.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
12.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
11.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
11.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
11.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
11.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
11.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
11.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
11.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
11.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
11.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
11.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
11.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
11.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
11.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
11.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
11.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
11.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
11.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
11.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
11.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
11.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
11.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
11.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
11.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
11.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
11.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
10.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
10.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
10.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
10.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
10.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
10.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
10.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
10.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
10.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
10.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
10.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
10.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
10.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
9.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
9.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
9.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
9.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
9.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
9.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
9.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
9.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
9.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
9.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
9.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
9.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
9.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
9.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
9.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
9.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
9.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
9.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
9.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
9.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
9.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
9.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
9.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
9.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
8.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
8.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
8.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
8.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
8.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
8.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
8.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
8.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
8.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
8.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
8.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
8.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
8.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
7.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
7.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
7.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
7.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
7.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
7.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
7.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
7.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
7.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
6.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
6.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
6.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
6.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
6.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
6.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
6.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
6.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
6.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
5.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
5.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
5.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
5.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
4.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
4.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
4.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
4.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
4.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
3.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
1.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
0.5
CPT0081880003
Tumor
0.4
CPT0024670003
Tumor
0.4
CPT0086950003
Tumor
0.4
CPT0015910003
Tumor
0.4
CPT0063320003
Tumor
0.3
CPT0077310003
Tumor
0.3
CPT0066480003
Tumor
0.3
CPT0014160003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0025290003
Tumor
0.2
CPT0079270003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0066430001
Normal
0.2
CPT0076350001
Normal
0.2
CPT0020120003
Tumor
0.2
CPT0023690003
Tumor
0.2
CPT0001180009
Tumor
0.2
CPT0012550003
Tumor
0.2
CPT0001350001
Normal
0.2
CPT0026410003
Tumor
0.2
CPT0088920001
Normal
0.2
CPT0007320003
Tumor
0.2
CPT0006950001
Normal
0.2
CPT0010110003
Tumor
0.2
CPT0024680001
Normal
0.2
CPT0025580004
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0023350003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0065430003
Tumor
0.1
CPT0078930003
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0012180003
Tumor
0.1
CPT0006440003
Tumor
0.1
CPT0088710001
Normal
0.1
CPT0063640001
Normal
0.1
CPT0092290003
Tumor
0.1
CPT0001500009
Tumor
0.1
CPT0026420001
Normal
0.1
CPT0081620001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0014470001
Normal
0.1
CPT0079410003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0086360003
Tumor
0.1
CPT0014350001
Normal
0.1
CPT0087040003
Tumor
0.1
CPT0078940001
Normal
0.1
CPT0077110003
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0078510003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0065810003
Tumor
0.1
CPT0079000001
Normal
0.1
CPT0002270011
Tumor
0.1
CPT0006900003
Tumor
0.0
CPT0079430001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0086870003
Tumor
0.0
CPT0012280003
Tumor
0.0
CPT0081990003
Tumor
0.0
CPT0089020003
Tumor
0.0
CPT0001260009
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0081600003
Tumor
0.0
CPT0092790003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0077320001
Normal
0.0
CPT0010120001
Normal
0.0
CPT0001540009
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0077490003
Tumor
0.0
CPT0078840001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0075560003
Tumor
0.0
CPT0017410003
Tumor
0.0
CPT0009080003
Normal
0.0
CPT0007860003
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0089480003
Normal
0.0
CPT0078530001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0012570003
Normal
0.0
CPT0023360001
Normal
0.0
CPT0078990003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0001270001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0082010001
Normal
0.0
CPT0012370003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0012770003
Normal
0.0
CPT0088900003
Tumor
0.0
CPT0065450001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0089460004
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0088780001
Normal
0.0
CPT0064370003
Tumor
-0.1
CPT0079300001
Normal
-0.1
CPT0011410003
Tumor
-0.1
CPT0089040001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0002350011
Tumor
-0.1
CPT0001510001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0025050003
Tumor
-0.1
CPT0084590001
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0021240003
Tumor
-0.1
CPT0075130003
Tumor
-0.1
CPT0025060001
Normal
-0.1
CPT0009060003
Tumor
-0.1
CPT0088970003
Tumor
-0.1
CPT0009000003
Tumor
-0.1
CPT0077140001
Normal
-0.1
CPT0025350003
Tumor
-0.1
CPT0000780007
Tumor
-0.1
CPT0078800003
Tumor
-0.1
CPT0088570001
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0001190001
Normal
-0.1
CPT0000870016
Tumor
-0.1
CPT0010170001
Normal
-0.1
CPT0069160003
Tumor
-0.1
CPT0075720003
Tumor
-0.1
CPT0092740003
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0063630003
Tumor
-0.1
CPT0006630003
Tumor
-0.1
CPT0012920003
Normal
-0.1
CPT0019990003
Tumor
-0.1
CPT0012900004
Tumor
-0.1
CPT0065820001
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0075170001
Normal
-0.2
CPT0063330001
Normal
-0.2
CPT0069010001
Normal
-0.2
CPT0092800003
Normal
-0.2
CPT0012090003
Normal
-0.2
CPT0092310003
Normal
-0.2
CPT0088630003
Tumor
-0.2
CPT0092190003
Normal
-0.2
CPT0013790003
Normal
-0.2
CPT0085670003
Tumor
-0.2
CPT0014130001
Normal
-0.2
CPT0011240003
Tumor
-0.2
CPT0078660003
Tumor
-0.2
CPT0088760003
Tumor
-0.2
CPT0010160003
Tumor
-0.2
CPT0025880003
Tumor
-0.2
CPT0001220008
Tumor
-0.2
CPT0065870003
Tumor
-0.2
CPT0064400001
Normal
-0.2
CPT0001230001
Normal
-0.2
CPT0017850003
Tumor
-0.2
CPT0009020003
Normal
-0.3
CPT0079510001
Normal
-0.3
CPT0079380003
Tumor
-0.3
CPT0012640003
Normal
-0.3
CPT0012080003
Tumor
-0.3
CPT0065750003
Tumor
-0.3
CPT0025110003
Tumor
-0.3
CPT0069000003
Tumor
-0.3
CPT0088500001
Normal
-0.3
CPT0084560003
Tumor
-0.3
CPT0076330003
Tumor
-0.3
CPT0086030003
Tumor
-0.4
CPT0079180003
Tumor
-0.4
CPT0088550004
Tumor
-0.4
CPT0071150004
Tumor
-0.4
CPT0000640003
Tumor
-0.4
CPT0002370001
Normal
-0.4
CPT0015810003
Tumor
-0.4
CPT0092730003
Tumor
-0.5
CPT0088480003
Tumor
-0.5
CPT0079230003
Tumor
-0.5
CPT0025230003
Tumor
-0.5
CPT0015730003
Tumor
-0.6
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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
