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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.
MSRB2 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
6.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
16.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
12.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
11.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
11.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
9.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
9.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
9.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
9.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
8.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
8.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
8.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
8.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
8.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
8.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
8.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
7.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
7.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
7.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
7.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
7.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
7.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
7.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
7.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
7.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
7.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
6.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
6.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
6.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
6.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
6.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
6.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
6.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
6.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
6.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
6.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
6.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
6.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
6.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
6.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
5.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
5.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
5.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
5.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
5.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
5.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
5.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
5.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
5.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
4.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
4.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
4.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
4.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
4.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
4.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
3.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
3.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
3.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
2.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
2.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
2.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 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.
MSRB2 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
13.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
30.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
28.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
28.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
28.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
26.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
26.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
26.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
25.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
24.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
24.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
23.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
22.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
22.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
22.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
22.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
22.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
22.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
21.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
21.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
21.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
21.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
21.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
21.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
20.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
20.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
20.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
20.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
20.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
20.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
20.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
20.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
20.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
19.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
19.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
19.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
19.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
19.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
19.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
19.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
19.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
19.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
19.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
19.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
19.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
19.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
19.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
18.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
18.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
18.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
18.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
18.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
18.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
18.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
18.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
18.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
18.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
18.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
18.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
18.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
18.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
18.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
18.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
18.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
18.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
18.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
18.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
18.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
17.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
17.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
17.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
17.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
17.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
17.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
17.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
17.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
17.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
17.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
17.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
17.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
17.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
17.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
17.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
17.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
17.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
17.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
17.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
17.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
17.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
17.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
17.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
16.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
16.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
16.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
16.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
16.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
16.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
16.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
16.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
16.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
16.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
16.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
16.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
16.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
16.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
16.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
16.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
16.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
16.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
16.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
16.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
16.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
16.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
16.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
16.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
16.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
16.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
16.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
16.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
16.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
16.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
16.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
16.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
16.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
16.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
16.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
16.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
16.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
16.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
16.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
16.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
16.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
15.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
15.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
15.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
15.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
15.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
15.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
15.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
15.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
15.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
15.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
15.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
15.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
15.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
15.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
15.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
15.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
15.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
15.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
15.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
15.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
15.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
15.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
15.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
15.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
15.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
15.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
15.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
15.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
15.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
15.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
15.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
15.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
15.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
15.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
15.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
15.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
15.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
15.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
15.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
15.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
14.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
14.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
14.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
14.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
14.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
14.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
14.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
14.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
14.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
14.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
14.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
14.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
14.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
14.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
14.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
14.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
14.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
14.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
14.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
14.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
14.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
14.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
14.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
14.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
14.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
14.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
14.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
14.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
14.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
14.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
14.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
14.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
14.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
14.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
14.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
14.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
14.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
14.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
14.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
14.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
14.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
14.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
14.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
14.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
14.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
14.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
14.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
14.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
14.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
14.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
14.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
14.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
14.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
14.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
14.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
14.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
14.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
14.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
14.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
14.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
14.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
14.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
14.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
13.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
13.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
13.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
13.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
13.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
13.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
13.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
13.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
13.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
13.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
13.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
13.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
13.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
13.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
13.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
13.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
13.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
13.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
13.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
13.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
13.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
13.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
13.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
13.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
13.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
13.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
13.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
13.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
13.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
13.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
13.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
13.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
13.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
13.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
13.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
13.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
13.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
13.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
13.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
13.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
13.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
13.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
13.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
13.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
13.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
13.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
13.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
13.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
13.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
13.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
13.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
13.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
13.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
13.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
13.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
13.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
12.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
12.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
12.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
12.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
12.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
12.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
12.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
12.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
12.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
12.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
12.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
12.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
12.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
12.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
12.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
12.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
12.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
12.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
12.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
12.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
12.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
12.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
12.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
12.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
12.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
12.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
12.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
12.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
12.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
12.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
12.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
12.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
12.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
12.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
12.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
12.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
12.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
12.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
12.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
12.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
12.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
12.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
12.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
12.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
12.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
12.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
12.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
12.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
12.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
12.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
12.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
12.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
11.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
11.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
11.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
11.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
11.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
11.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
11.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
11.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
11.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
11.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
11.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
11.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
11.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
11.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
11.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
11.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
11.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
11.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
11.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
11.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
11.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
11.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
11.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
11.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
11.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
11.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
11.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
11.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
11.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
11.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
11.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
11.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
11.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
11.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
11.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
11.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
11.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
11.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
11.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
11.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
11.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
11.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
11.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
11.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
11.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
11.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
11.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
11.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
11.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
11.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
11.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
11.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
11.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
11.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
10.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
10.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
10.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
10.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
10.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
10.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
10.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
10.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
10.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
10.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
10.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
10.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
10.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
10.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
10.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
10.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
10.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
10.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
10.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
10.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
10.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
10.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
10.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
10.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
10.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
10.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
10.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
10.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
10.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
10.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
10.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
10.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
10.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
10.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
10.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
10.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
10.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
10.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
10.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
10.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
10.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
9.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
9.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
9.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
9.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
9.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
9.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
9.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
9.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
9.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
9.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
9.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
9.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
9.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
9.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
9.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
9.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
9.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
9.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
9.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
8.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
8.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
8.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
8.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
8.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
8.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
8.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
8.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
8.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
8.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
8.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
8.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
8.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
8.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
8.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
8.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
8.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
8.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
8.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
8.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
8.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
7.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
7.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
7.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
7.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
7.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
7.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
7.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
7.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
7.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
7.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
7.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
7.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
7.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
7.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
7.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
7.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
6.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
6.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
6.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
6.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
6.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
6.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
6.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
6.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
6.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
6.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
6.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
6.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
5.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
5.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
5.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
5.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
5.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
5.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
5.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
4.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
4.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
4.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
4.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
4.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
3.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 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.
MSRB2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
38.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
34.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
33.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
32.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
31.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
30.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
30.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
29.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
29.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
29.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
29.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
27.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
27.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
26.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
26.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
26.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
26.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
25.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
25.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
24.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
24.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
24.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
24.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
24.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
24.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
24.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
23.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
23.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
23.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
23.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
23.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
23.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
23.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
22.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
22.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
22.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
22.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
22.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
22.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
22.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
22.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
21.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
21.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
21.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
21.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
21.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
21.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
21.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
20.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
20.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
20.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
20.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
20.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
20.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
20.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
20.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
19.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
19.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
19.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
19.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
19.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
18.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
18.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
18.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
18.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
17.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
17.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
17.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
17.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
17.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
17.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
17.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
17.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
17.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
16.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
16.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
16.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
16.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
16.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
16.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
16.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
16.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
15.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
15.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
15.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
15.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
14.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
14.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
14.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
14.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
14.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
13.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
13.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
12.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
12.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
10.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
10.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
9.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
9.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 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.
MSRB2 is potential prognostic, high expression is favorable 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
17.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
85.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
51.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
39.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
39.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
37.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
34.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
34.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
33.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
32.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
32.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
31.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
30.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
29.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
29.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
29.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
29.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
29.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
28.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
28.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
28.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
28.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
28.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
28.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
28.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
27.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
27.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
27.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
27.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
26.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
26.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
26.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
26.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
26.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
25.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
25.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
25.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
25.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
25.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
25.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
25.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
25.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
24.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
24.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
24.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
24.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
24.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
24.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
23.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
23.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
23.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
23.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
23.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
23.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
23.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
23.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
23.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
23.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
23.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
23.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
23.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
23.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
23.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
22.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
22.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
22.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
22.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
22.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
22.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
22.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
22.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
21.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
21.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
21.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
21.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
21.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
21.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
21.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
21.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
21.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
20.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
20.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
20.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
20.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
20.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
20.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
20.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
20.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
20.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
20.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
20.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
20.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
20.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
20.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
20.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
20.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
20.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
20.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
20.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
20.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
19.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
19.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
19.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
19.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
19.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
19.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
19.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
19.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
19.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
19.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
19.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
19.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
19.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
18.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
18.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
18.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
18.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
18.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
18.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
18.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
18.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
18.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
18.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
18.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
18.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
18.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
18.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
18.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
18.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
18.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
18.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
18.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
18.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
18.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
17.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
17.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
17.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
17.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
17.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
17.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
17.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
17.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
17.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
17.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
17.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
17.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
17.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
17.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
16.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
16.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
16.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
16.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
16.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
16.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
16.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
16.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
15.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
15.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
15.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
15.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
15.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
15.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
15.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
15.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
15.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
15.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
15.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
15.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
15.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
15.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
14.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
14.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
14.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
14.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
14.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
14.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
14.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
14.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
14.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
14.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
14.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
14.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
13.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
13.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
13.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
13.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
13.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
13.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
13.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
13.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
13.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
13.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
13.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
13.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
13.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
12.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
12.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
12.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
12.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
12.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
12.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
12.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
12.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
12.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
12.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
12.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
12.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
11.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
11.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
11.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
11.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
11.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
11.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
11.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
10.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
10.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
10.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
10.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
10.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
10.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
10.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
10.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
10.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
10.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
10.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
10.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
10.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
10.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
10.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
9.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
9.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
9.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
9.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
9.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
9.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
9.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
9.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
9.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
9.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
9.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
9.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
8.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
8.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
8.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
8.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
8.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
8.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
8.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
8.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
7.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
7.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
7.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
7.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
7.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
7.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
7.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
7.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
7.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
7.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
6.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
6.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
6.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
6.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
5.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
5.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
5.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
5.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
5.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
4.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
4.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
4.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
4.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
4.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
3.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
3.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
3.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
2.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078800003
Tumor
1.1
CPT0002270011
Tumor
0.9
CPT0012770003
Normal
0.8
CPT0078660003
Tumor
0.8
CPT0011410003
Tumor
0.8
CPT0092800003
Normal
0.7
CPT0009060003
Tumor
0.7
CPT0066430001
Normal
0.7
CPT0009080003
Normal
0.7
CPT0092740003
Normal
0.7
CPT0012570003
Normal
0.7
CPT0001350001
Normal
0.7
CPT0076350001
Normal
0.6
CPT0026420001
Normal
0.6
CPT0010170001
Normal
0.6
CPT0078840001
Normal
0.6
CPT0014350001
Normal
0.6
CPT0023710001
Normal
0.6
CPT0078530001
Normal
0.6
CPT0006730001
Normal
0.6
CPT0077140001
Normal
0.6
CPT0079430001
Normal
0.6
CPT0006950001
Normal
0.6
CPT0079000001
Normal
0.5
CPT0025610001
Normal
0.5
CPT0087050003
Normal
0.5
CPT0000790001
Normal
0.5
CPT0078670001
Normal
0.5
CPT0065450001
Normal
0.5
CPT0088970003
Tumor
0.5
CPT0025060001
Normal
0.5
CPT0088780001
Normal
0.5
CPT0081620001
Normal
0.5
CPT0082010001
Normal
0.5
CPT0007320003
Tumor
0.5
CPT0012090003
Normal
0.4
CPT0018250001
Normal
0.4
CPT0089480003
Normal
0.4
CPT0086890003
Normal
0.4
CPT0026410003
Tumor
0.4
CPT0013790003
Normal
0.4
CPT0078940001
Normal
0.4
CPT0007870001
Normal
0.4
CPT0023360001
Normal
0.4
CPT0007470001
Normal
0.4
CPT0000890001
Normal
0.4
CPT0086370003
Normal
0.4
CPT0077500001
Normal
0.4
CPT0092310003
Normal
0.4
CPT0064400001
Normal
0.3
CPT0017450001
Normal
0.3
CPT0086970003
Normal
0.3
CPT0024680001
Normal
0.3
CPT0069010001
Normal
0.3
CPT0088920001
Normal
0.3
CPT0020130001
Normal
0.3
CPT0012290003
Normal
0.3
CPT0006530001
Normal
0.3
CPT0088500001
Normal
0.3
CPT0014130001
Normal
0.3
CPT0001500009
Tumor
0.3
CPT0014470001
Normal
0.3
CPT0089040001
Normal
0.3
CPT0009020003
Normal
0.2
CPT0088710001
Normal
0.2
CPT0063640001
Normal
0.2
CPT0065820001
Normal
0.2
CPT0012280003
Tumor
0.2
CPT0063330001
Normal
0.2
CPT0000660001
Normal
0.2
CPT0086870003
Tumor
0.2
CPT0025920001
Normal
0.2
CPT0020020001
Normal
0.2
CPT0088640003
Normal
0.2
CPT0075570001
Normal
0.1
CPT0075170001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0064370003
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0001510001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0001550001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0023350003
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0009000003
Tumor
0.0
CPT0001270001
Normal
0.0
CPT0000780007
Tumor
-0.1
CPT0001540009
Tumor
-0.1
CPT0025880003
Tumor
-0.1
CPT0024670003
Tumor
-0.1
CPT0001230001
Normal
-0.1
CPT0012900004
Tumor
-0.1
CPT0010120001
Normal
-0.1
CPT0000870016
Tumor
-0.1
CPT0079480003
Tumor
-0.2
CPT0065810003
Tumor
-0.2
CPT0079270003
Tumor
-0.2
CPT0001260009
Tumor
-0.2
CPT0079180003
Tumor
-0.2
CPT0012640003
Normal
-0.2
CPT0086820003
Tumor
-0.2
CPT0006440003
Tumor
-0.2
CPT0087040003
Tumor
-0.3
CPT0071150004
Tumor
-0.3
CPT0014370004
Tumor
-0.3
CPT0086360003
Tumor
-0.3
CPT0065870003
Tumor
-0.3
CPT0079510001
Normal
-0.3
CPT0079300001
Normal
-0.3
CPT0025110003
Tumor
-0.3
CPT0092290003
Tumor
-0.3
CPT0065430003
Tumor
-0.3
CPT0088900003
Tumor
-0.3
CPT0017410003
Tumor
-0.3
CPT0063320003
Tumor
-0.3
CPT0010110003
Tumor
-0.3
CPT0012370003
Tumor
-0.3
CPT0075720003
Tumor
-0.3
CPT0069000003
Tumor
-0.3
CPT0077310003
Tumor
-0.3
CPT0065750003
Tumor
-0.4
CPT0025050003
Tumor
-0.4
CPT0025170003
Tumor
-0.4
CPT0084590001
Normal
-0.4
CPT0006900003
Tumor
-0.4
CPT0079230003
Tumor
-0.4
CPT0092160003
Tumor
-0.4
CPT0079410003
Tumor
-0.4
CPT0012080003
Tumor
-0.4
CPT0085670003
Tumor
-0.4
CPT0000640003
Tumor
-0.4
CPT0077490003
Tumor
-0.4
CPT0007860003
Tumor
-0.4
CPT0011240003
Tumor
-0.4
CPT0086950003
Tumor
-0.4
CPT0019990003
Tumor
-0.5
CPT0001220008
Tumor
-0.5
CPT0012180003
Tumor
-0.5
CPT0066480003
Tumor
-0.5
CPT0088480003
Tumor
-0.5
CPT0001180009
Tumor
-0.5
CPT0006630003
Tumor
-0.5
CPT0025350003
Tumor
-0.5
CPT0015730003
Tumor
-0.5
CPT0019130003
Tumor
-0.5
CPT0025230003
Tumor
-0.5
CPT0065930003
Tumor
-0.5
CPT0089460004
Tumor
-0.5
CPT0077320001
Normal
-0.5
CPT0020120003
Tumor
-0.5
CPT0025580004
Tumor
-0.5
CPT0014450004
Tumor
-0.5
CPT0014160003
Tumor
-0.6
CPT0078930003
Tumor
-0.6
CPT0089020003
Tumor
-0.6
CPT0078830003
Tumor
-0.6
CPT0017850003
Tumor
-0.6
CPT0081880003
Tumor
-0.6
CPT0012550003
Tumor
-0.6
CPT0015810003
Tumor
-0.6
CPT0092190003
Normal
-0.7
CPT0081600003
Tumor
-0.7
CPT0078990003
Tumor
-0.7
CPT0081990003
Tumor
-0.7
CPT0021240003
Tumor
-0.7
CPT0088630003
Tumor
-0.7
CPT0066470004
Tumor
-0.7
CPT0079380003
Tumor
-0.7
CPT0088550004
Tumor
-0.7
CPT0002350011
Tumor
-0.7
CPT0076330003
Tumor
-0.7
CPT0010160003
Tumor
-0.8
CPT0015910003
Tumor
-0.8
CPT0092790003
Tumor
-0.8
CPT0001340003
Tumor
-0.8
CPT0075560003
Tumor
-0.8
CPT0077110003
Tumor
-0.8
CPT0069160003
Tumor
-0.8
CPT0075130003
Tumor
-0.8
CPT0025290003
Tumor
-0.8
CPT0092730003
Tumor
-0.9
CPT0088760003
Tumor
-0.9
CPT0084560003
Tumor
-0.9
CPT0086030003
Tumor
-0.9
CPT0063630003
Tumor
-0.9
CPT0023690003
Tumor
-1.0
CPT0065690003
Tumor
-1.0
CPT0078510003
Tumor
-1.1
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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
