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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.
BOLA2-SMG1P6 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
48.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
38.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
22.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
19.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
18.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
15.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
14.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
14.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
13.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
13.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
13.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
13.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
12.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
12.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
12.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
12.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
11.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
11.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
11.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
11.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
10.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
10.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
10.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
10.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
10.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
9.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
8.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
8.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
7.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
7.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
7.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
7.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
7.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
7.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
7.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
6.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
6.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
6.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
5.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
5.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
4.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
4.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
3.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
2.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
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-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 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-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 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-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 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.
BOLA2-SMG1P6 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
47.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
46.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
37.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
32.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
30.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
29.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
29.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
29.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
28.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
26.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
26.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
25.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
25.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
25.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
24.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
24.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
24.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
24.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
23.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
23.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
23.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
23.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
22.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
22.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
22.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
22.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
21.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
21.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
21.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
21.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
21.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
20.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
20.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
20.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
20.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
19.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
19.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
19.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
19.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
18.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
18.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
18.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
18.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
18.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
17.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
17.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
17.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
17.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
17.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
17.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
16.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
16.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
16.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
16.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
16.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
16.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
16.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
16.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
16.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
16.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
15.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
15.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
15.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
15.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
15.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
15.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
15.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
15.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
14.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
14.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
14.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
14.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
14.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
14.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
14.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
14.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
14.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
14.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
14.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
14.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
14.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
14.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
14.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
14.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
14.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
14.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
14.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
14.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
14.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
14.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
14.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
13.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
13.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
13.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
13.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
13.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
13.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
13.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
13.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
13.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
13.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
13.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
13.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
13.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
13.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
13.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
13.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
13.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
13.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
13.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
13.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
13.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
13.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
13.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
13.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
13.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
13.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
13.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
13.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
13.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
12.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
12.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
12.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
12.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
12.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
12.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
12.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
12.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
12.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
12.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
12.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
12.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
12.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
12.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
12.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
12.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
12.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
12.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
12.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
12.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
11.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
11.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
11.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
11.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
11.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
11.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
11.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
11.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
11.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
11.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
11.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
11.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
11.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
11.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
11.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
11.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
11.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
11.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
11.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
11.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
11.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
11.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
11.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
11.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
11.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
11.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
11.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
11.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
11.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
11.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
11.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
11.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
11.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
11.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
11.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
11.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
11.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
10.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
10.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
10.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
10.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
10.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
10.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
10.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
10.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
10.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
10.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
10.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
10.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
10.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
10.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
10.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
10.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
10.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
10.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
10.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
10.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
10.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
10.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
10.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
10.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
10.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
10.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
10.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
10.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
10.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
10.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
10.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
10.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
10.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
10.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
10.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
10.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
10.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
10.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
10.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
10.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
9.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
9.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
9.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
9.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
9.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
9.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
9.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
9.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
9.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
9.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
9.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
9.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
9.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
9.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
9.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
9.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
9.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
9.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
9.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
9.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
9.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
9.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
9.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
9.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
9.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
9.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
9.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
9.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
9.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
9.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
9.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
9.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
9.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
9.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
9.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
9.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
9.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
9.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
9.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
9.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
9.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
9.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
9.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
9.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
9.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
9.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
9.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
9.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
9.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
9.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
9.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
8.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
8.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
8.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
8.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
8.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
8.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
8.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
8.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
8.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
8.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
8.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
8.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
8.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
8.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
8.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
8.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
8.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
8.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
8.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
8.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
8.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
8.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
8.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
8.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
8.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
8.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
8.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
8.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
8.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
8.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
8.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
8.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
8.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
8.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
8.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
8.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
8.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
8.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
8.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
8.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
8.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
8.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
8.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
8.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
8.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
8.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
8.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
8.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
8.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
8.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
8.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
8.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
8.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
8.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
8.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
8.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
8.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
8.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
8.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
8.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
7.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
7.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
7.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
7.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
7.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
7.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
7.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
7.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
7.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
7.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
7.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
7.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
7.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
7.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
7.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
7.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
7.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
7.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
7.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
7.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
7.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
7.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
7.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
7.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
7.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
7.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
7.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
7.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
7.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
7.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
7.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
7.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
7.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
7.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
7.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
7.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
7.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
7.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
7.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
7.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
7.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
7.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
7.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
7.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
7.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
7.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
7.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
7.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
7.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
7.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
7.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
7.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
7.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
7.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
7.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
7.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
7.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
7.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
7.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
7.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
7.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
7.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
7.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
6.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
6.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
6.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
6.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
6.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
6.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
6.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
6.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
6.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
6.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
6.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
6.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
6.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
6.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
6.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
6.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
6.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
6.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
6.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
6.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
6.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
6.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
6.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
6.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
6.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
6.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
6.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
6.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
6.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
6.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
6.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
6.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
6.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
6.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
6.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
6.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
6.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
6.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
6.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
6.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
6.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
6.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
6.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
6.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
5.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
5.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
5.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
5.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
5.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
5.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
5.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
5.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
5.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
5.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
5.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
5.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
5.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
5.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
5.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
5.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
5.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
5.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
5.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
5.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
5.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
5.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
5.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
5.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
5.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
5.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
5.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
5.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
5.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
5.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
5.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
5.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
5.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
5.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
5.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
5.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
4.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
4.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
4.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
4.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
4.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
4.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
4.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
4.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
4.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
4.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
4.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
4.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
4.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
4.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
4.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
4.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
4.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
4.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
4.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
4.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
4.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
4.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
4.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
4.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
3.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
3.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
3.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
3.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
3.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
3.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
3.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
3.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
3.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
3.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
2.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
2.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
2.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
2.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
2.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
1.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
1.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
0.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 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.
BOLA2-SMG1P6 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
37.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
33.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
26.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
26.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
26.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
26.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
26.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
24.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
24.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
23.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
23.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
23.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
23.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
22.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
21.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
21.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
20.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
19.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
19.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
19.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
19.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
18.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
18.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
18.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
18.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
18.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
17.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
17.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
17.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
16.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
16.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
16.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
16.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
16.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
15.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
15.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
15.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
15.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
15.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
15.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
14.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
14.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
14.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
14.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
14.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
13.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
13.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
13.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
13.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
13.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
13.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
13.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
13.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
13.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
13.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
13.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
12.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
12.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
12.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
12.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
12.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
12.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
12.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
12.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
12.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
11.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
11.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
11.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
11.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
11.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
11.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
11.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
11.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
10.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
10.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
10.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
10.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
9.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
9.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
9.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
9.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
9.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
9.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
8.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
8.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
8.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
8.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
8.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
8.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
8.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
7.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
7.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
7.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
7.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
7.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
7.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
6.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
6.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
5.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 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.
BOLA2-SMG1P6 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
10.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
38.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
36.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
35.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
32.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
30.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
30.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
30.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
30.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
29.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
29.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
29.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
26.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
25.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
25.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
25.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
24.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
24.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
24.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
23.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
23.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
23.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
23.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
23.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
22.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
22.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
22.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
21.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
21.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
21.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
21.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
21.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
20.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
20.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
20.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
20.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
20.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
19.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
19.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
19.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
19.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
19.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
19.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
19.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
19.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
19.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
19.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
19.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
18.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
18.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
18.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
18.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
18.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
18.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
18.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
18.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
18.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
18.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
18.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
18.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
18.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
18.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
17.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
17.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
17.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
16.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
16.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
16.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
16.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
16.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
16.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
16.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
16.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
16.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
15.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
15.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
15.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
15.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
15.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
15.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
15.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
15.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
15.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
15.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
15.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
14.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
14.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
14.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
14.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
14.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
14.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
14.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
14.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
14.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
14.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
14.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
14.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
14.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
13.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
13.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
13.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
13.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
13.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
13.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
13.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
13.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
13.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
13.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
13.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
13.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
13.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
13.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
12.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
12.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
12.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
12.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
12.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
12.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
12.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
12.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
12.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
12.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
12.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
12.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
12.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
12.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
12.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
12.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
12.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
12.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
11.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
11.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
11.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
11.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
11.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
11.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
11.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
11.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
11.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
11.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
11.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
11.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
11.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
11.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
10.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
10.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
10.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
10.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
10.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
10.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
10.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
10.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
10.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
10.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
10.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
10.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
10.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
9.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
9.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
9.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
9.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
9.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
9.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
9.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
9.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
9.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
9.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
9.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
9.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
9.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
8.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
8.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
8.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
8.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
8.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
8.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
8.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
8.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
8.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
8.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
7.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
7.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
7.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
7.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
7.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
7.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
7.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
7.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
6.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
6.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
6.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
6.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
6.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
6.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
6.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
6.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
6.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
5.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
5.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
5.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
5.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
5.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
5.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
5.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
4.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
4.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
4.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
4.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
3.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
3.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
2.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
2.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
2.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
2.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
1.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
1.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
0.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 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-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 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
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
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.
The Human Protein Atlas project is funded
