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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.
B9D2 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
4.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
18.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
12.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
11.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
11.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
7.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
7.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
7.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
7.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
7.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
6.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
6.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
6.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
6.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
6.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
6.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
6.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
5.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
5.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
5.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
5.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
5.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
5.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
4.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
4.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
4.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
4.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
4.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
4.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
4.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
4.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
4.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
3.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
3.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
3.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
3.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
3.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
3.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
3.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
3.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
3.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
3.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
3.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
2.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
2.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
2.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
2.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
2.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
2.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
2.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 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.
B9D2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
40.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
36.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
32.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
31.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
27.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
27.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
26.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
26.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
25.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
25.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
24.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
24.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
24.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
24.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
24.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
23.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
23.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
23.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
23.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
23.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
23.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
23.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
22.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
22.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
22.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
22.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
22.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
22.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
21.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
21.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
21.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
21.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
21.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
21.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
20.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
20.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
20.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
20.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
20.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
20.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
20.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
20.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
19.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
19.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
19.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
19.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
19.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
19.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
19.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
19.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
19.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
19.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
19.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
19.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
19.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
19.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
19.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
19.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
19.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
19.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
19.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
19.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
18.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
18.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
18.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
18.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
18.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
18.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
18.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
18.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
18.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
18.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
18.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
18.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
18.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
18.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
18.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
18.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
18.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
18.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
18.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
18.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
18.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
18.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
18.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
18.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
18.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
18.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
18.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
18.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
17.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
17.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
17.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
17.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
17.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
17.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
17.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
17.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
17.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
17.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
17.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
17.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
17.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
17.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
17.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
17.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
17.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
17.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
17.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
17.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
17.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
17.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
17.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
17.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
17.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
16.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
16.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
16.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
16.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
16.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
16.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
16.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
16.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
16.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
16.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
16.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
16.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
16.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
16.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
16.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
16.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
16.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
16.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
16.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
16.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
16.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
16.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
16.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
16.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
16.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
15.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
15.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
15.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
15.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
15.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
15.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
15.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
15.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
15.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
15.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
15.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
15.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
15.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
15.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
15.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
15.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
15.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
15.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
15.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
15.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
15.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
15.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
15.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
15.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
15.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
15.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
15.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
15.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
15.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
15.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
15.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
15.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
15.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
15.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
15.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
15.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
15.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
15.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
15.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
15.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
15.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
15.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
15.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
15.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
15.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
15.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
15.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
15.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
14.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
14.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
14.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
14.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
14.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
14.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
14.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
14.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
14.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
14.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
14.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
14.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
14.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
14.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
14.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
14.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
14.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
14.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
14.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
14.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
14.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
14.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
14.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
14.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
14.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
14.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
14.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
14.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
14.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
14.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
14.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
14.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
14.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
14.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
14.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
14.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
14.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
14.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
14.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
14.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
14.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
14.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
14.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
14.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
14.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
13.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
13.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
13.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
13.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
13.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
13.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
13.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
13.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
13.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
13.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
13.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
13.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
13.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
13.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
13.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
13.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
13.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
13.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
13.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
13.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
13.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
13.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
13.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
13.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
13.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
13.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
13.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
13.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
13.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
13.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
13.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
13.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
13.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
13.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
13.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
13.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
13.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
13.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
13.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
13.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
13.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
13.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
13.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
12.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
12.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
12.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
12.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
12.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
12.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
12.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
12.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
12.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
12.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
12.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
12.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
12.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
12.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
12.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
12.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
12.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
12.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
12.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
12.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
12.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
12.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
12.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
12.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
12.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
12.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
12.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
12.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
12.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
12.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
12.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
12.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
12.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
12.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
12.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
12.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
12.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
12.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
12.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
12.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
12.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
12.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
12.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
12.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
12.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
12.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
11.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
11.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
11.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
11.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
11.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
11.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
11.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
11.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
11.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
11.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
11.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
11.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
11.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
11.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
11.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
11.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
11.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
11.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
11.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
11.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
11.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
11.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
11.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
11.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
11.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
11.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
11.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
11.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
11.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
11.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
11.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
11.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
11.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
11.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
11.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
11.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
11.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
11.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
11.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
11.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
11.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
11.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
11.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
11.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
11.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
11.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
11.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
10.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
10.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
10.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
10.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
10.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
10.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
10.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
10.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
10.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
10.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
10.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
10.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
10.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
10.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
10.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
10.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
10.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
10.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
10.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
10.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
10.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
10.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
10.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
10.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
10.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
10.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
10.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
10.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
10.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
10.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
10.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
10.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
10.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
10.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
10.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
10.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
10.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
9.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
9.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
9.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
9.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
9.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
9.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
9.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
9.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
9.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
9.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
9.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
9.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
9.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
9.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
9.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
9.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
9.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
9.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
9.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
9.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
9.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
9.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
9.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
9.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
9.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
9.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
9.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
9.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
9.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
8.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
8.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
8.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
8.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
8.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
8.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
8.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
8.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
8.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
8.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
8.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
8.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
8.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
8.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
8.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
8.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
8.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
8.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
8.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
8.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
8.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
7.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
7.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
7.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
7.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
7.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
7.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
7.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
7.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
7.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
7.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
7.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
7.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
7.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
7.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
7.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
7.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
6.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
6.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
6.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
6.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
6.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
6.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
6.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
6.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
6.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
6.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
6.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
6.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
6.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
6.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
6.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
5.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
5.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
5.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
5.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
5.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
5.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
5.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
5.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
4.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
4.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
4.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
4.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
4.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
4.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
4.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
3.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
3.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
3.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
3.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
3.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
3.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
3.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
3.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
3.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
2.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
2.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
2.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
2.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
2.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
2.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
B9D2 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
11.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
26.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
23.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
22.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
22.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
21.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
19.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
19.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
19.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
18.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
18.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
18.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
17.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
17.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
16.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
16.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
16.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
16.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
15.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
15.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
15.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
15.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
14.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
14.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
14.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
14.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
14.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
14.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
14.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
14.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
14.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
14.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
13.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
13.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
13.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
12.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
12.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
12.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
12.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
12.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
12.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
12.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
12.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
12.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
11.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
11.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
11.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
11.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
11.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
11.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
11.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
11.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
11.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
11.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
10.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
10.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
10.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
10.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
10.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
9.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
9.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
9.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
9.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
9.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
9.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
9.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
9.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
9.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
9.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
9.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
8.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
8.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
8.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
8.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
8.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
8.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
8.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
8.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
8.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
8.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
8.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
7.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
7.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
7.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
7.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
7.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
6.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
6.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
6.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
6.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
6.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
5.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
5.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
4.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
4.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
4.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
3.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
3.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
3.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
2.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 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.
B9D2 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
41.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
28.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
27.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
24.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
23.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
22.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
21.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
21.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
21.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
21.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
21.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
21.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
20.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
20.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
20.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
20.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
19.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
18.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
18.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
17.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
17.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
17.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
17.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
17.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
17.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
17.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
17.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
17.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
17.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
16.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
16.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
16.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
16.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
16.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
16.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
16.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
16.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
15.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
15.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
15.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
15.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
15.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
15.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
14.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
14.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
14.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
14.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
14.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
14.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
14.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
14.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
14.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
14.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
14.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
14.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
14.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
14.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
14.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
14.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
14.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
13.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
13.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
13.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
13.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
13.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
13.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
13.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
13.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
13.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
13.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
13.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
13.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
13.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
13.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
13.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
13.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
13.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
13.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
13.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
13.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
13.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
13.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
12.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
12.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
12.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
12.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
12.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
12.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
12.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
12.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
12.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
12.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
12.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
12.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
12.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
12.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
11.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
11.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
11.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
11.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
11.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
11.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
11.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
11.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
11.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
11.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
11.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
11.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
11.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
11.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
11.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
11.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
10.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
10.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
10.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
10.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
10.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
10.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
10.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
10.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
10.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
10.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
10.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
10.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
10.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
10.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
10.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
10.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
10.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
10.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
10.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
10.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
10.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
10.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
10.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
10.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
10.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
10.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
10.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
10.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
10.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
10.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
9.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
9.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
9.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
9.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
9.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
9.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
9.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
9.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
9.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
9.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
9.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
9.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
9.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
9.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
9.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
9.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
9.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
9.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
9.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
9.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
9.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
9.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
9.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
8.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
8.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
8.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
8.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
8.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
8.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
8.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
8.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
8.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
8.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
8.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
7.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
7.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
7.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
7.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
7.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
7.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
7.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
7.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
7.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
7.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
7.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
7.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
7.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
7.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
7.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
7.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
7.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
7.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
7.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
7.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
7.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
7.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
7.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
7.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
7.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
6.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
6.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
6.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
6.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
6.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
6.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
6.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
6.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
6.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
6.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
6.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
6.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
6.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
6.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
6.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
6.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
6.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
5.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
5.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
5.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
5.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
5.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
5.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
5.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
5.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
5.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
5.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
5.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
5.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
5.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
5.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
5.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
5.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
5.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
5.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
4.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
4.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
4.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
4.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
4.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
4.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
4.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
4.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
4.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
3.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
3.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
2.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
2.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
2.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
2.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0019990003
Tumor
1.1
CPT0066470004
Tumor
1.1
CPT0014160003
Tumor
1.0
CPT0078930003
Tumor
1.0
CPT0092290003
Tumor
1.0
CPT0092790003
Tumor
0.9
CPT0001500009
Tumor
0.9
CPT0015730003
Tumor
0.8
CPT0065810003
Tumor
0.8
CPT0065750003
Tumor
0.8
CPT0078510003
Tumor
0.7
CPT0001350001
Normal
0.7
CPT0076330003
Tumor
0.6
CPT0086360003
Tumor
0.6
CPT0063320003
Tumor
0.6
CPT0023690003
Tumor
0.6
CPT0078670001
Normal
0.6
CPT0066480003
Tumor
0.6
CPT0064370003
Tumor
0.5
CPT0089020003
Tumor
0.5
CPT0007860003
Tumor
0.5
CPT0089460004
Tumor
0.5
CPT0075170001
Normal
0.4
CPT0086030003
Tumor
0.4
CPT0000870016
Tumor
0.4
CPT0025230003
Tumor
0.4
CPT0001220008
Tumor
0.4
CPT0015910003
Tumor
0.4
CPT0002350011
Tumor
0.4
CPT0075560003
Tumor
0.4
CPT0000640003
Tumor
0.3
CPT0088780001
Normal
0.3
CPT0026420001
Normal
0.3
CPT0006440003
Tumor
0.3
CPT0086950003
Tumor
0.3
CPT0063630003
Tumor
0.3
CPT0020130001
Normal
0.2
CPT0088710001
Normal
0.2
CPT0069000003
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0092310003
Normal
0.2
CPT0084560003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0081990003
Tumor
0.1
CPT0020020001
Normal
0.1
CPT0066430001
Normal
0.1
CPT0001180009
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0001260009
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0063640001
Normal
0.0
CPT0088480003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0078990003
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0065870003
Tumor
0.0
CPT0088760003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0000890001
Normal
-0.1
CPT0077110003
Tumor
-0.1
CPT0077140001
Normal
-0.1
CPT0092160003
Tumor
-0.1
CPT0020120003
Tumor
-0.1
CPT0089040001
Normal
-0.1
CPT0078530001
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0001190001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0019130003
Tumor
-0.1
CPT0088500001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0000780007
Tumor
-0.1
CPT0007470001
Normal
-0.1
CPT0001340003
Tumor
-0.1
CPT0086890003
Normal
-0.1
CPT0007320003
Tumor
-0.2
CPT0077490003
Tumor
-0.2
CPT0084590001
Normal
-0.2
CPT0086830003
Normal
-0.2
CPT0014350001
Normal
-0.2
CPT0092190003
Normal
-0.2
CPT0075570001
Normal
-0.2
CPT0001230001
Normal
-0.2
CPT0019160001
Normal
-0.2
CPT0078830003
Tumor
-0.2
CPT0015810003
Tumor
-0.2
CPT0092800003
Normal
-0.3
CPT0025060001
Normal
-0.3
CPT0077500001
Normal
-0.3
CPT0078940001
Normal
-0.3
CPT0088690003
Tumor
-0.3
CPT0078840001
Normal
-0.3
CPT0079510001
Normal
-0.3
CPT0069010001
Normal
-0.3
CPT0089480003
Normal
-0.3
CPT0010170001
Normal
-0.3
CPT0086370003
Normal
-0.3
CPT0079000001
Normal
-0.3
CPT0088970003
Tumor
-0.3
CPT0086870003
Tumor
-0.3
CPT0023710001
Normal
-0.3
CPT0000660001
Normal
-0.3
CPT0088640003
Normal
-0.4
CPT0078800003
Tumor
-0.4
CPT0085670003
Tumor
-0.4
CPT0026410003
Tumor
-0.4
CPT0088630003
Tumor
-0.5
CPT0075130003
Tumor
-0.5
CPT0001270001
Normal
-0.5
CPT0000790001
Normal
-0.5
CPT0064400001
Normal
-0.5
CPT0007870001
Normal
-0.6
CPT0066520001
Normal
-0.7
CPT0065450001
Normal
-0.7
CPT0078660003
Tumor
-0.9
CPT0001550001
Normal
-0.9
CPT0001540009
Tumor
-1.0
CPT0065430003
Tumor
-1.3
CPT0088570001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0021240003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0014470001
Normal
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0009000003
Tumor
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0006900003
Tumor
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0079430001
Normal
N/A
CPT0025580004
Tumor
N/A
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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
