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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.
HOXD9 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
9.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
42.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
24.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
24.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
21.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
18.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
18.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
18.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
18.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
16.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
16.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
16.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
15.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
15.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
14.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
14.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
14.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
14.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
14.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
13.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
12.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
12.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
11.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
11.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
11.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
10.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
10.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
9.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
9.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
9.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
9.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
8.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
8.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
8.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
7.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
7.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
7.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
7.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
6.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
6.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
6.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
6.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
5.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
5.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
4.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
4.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
4.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
4.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
4.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
3.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
3.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
3.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
2.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
2.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
2.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
2.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
2.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
2.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
1.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
1.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
1.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
1.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
1.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
1.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 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.
HOXD9 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
16.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
82.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
73.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
66.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
63.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
62.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
57.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
55.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
53.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
51.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
50.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
48.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
48.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
47.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
47.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
47.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
46.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
45.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
44.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
43.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
43.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
41.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
40.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
39.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
39.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
39.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
39.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
38.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
37.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
37.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
37.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
37.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
36.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
35.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
35.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
34.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
33.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
33.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
33.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
32.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
32.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
31.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
31.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
31.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
30.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
30.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
30.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
30.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
30.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
30.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
30.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
30.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
30.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
30.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
30.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
29.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
29.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
29.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
29.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
29.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
28.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
28.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
28.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
28.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
28.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
28.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
28.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
28.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
28.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
28.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
27.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
27.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
27.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
27.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
27.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
27.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
27.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
27.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
27.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
27.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
27.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
26.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
26.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
26.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
26.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
26.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
26.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
25.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
25.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
25.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
25.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
25.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
25.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
25.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
25.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
24.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
24.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
24.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
24.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
24.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
24.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
24.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
24.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
24.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
23.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
23.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
23.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
23.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
23.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
23.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
23.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
23.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
23.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
22.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
22.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
22.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
22.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
22.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
22.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
22.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
22.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
21.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
21.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
21.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
21.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
21.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
21.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
21.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
21.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
21.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
21.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
21.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
21.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
21.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
21.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
21.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
20.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
20.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
20.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
20.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
20.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
20.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
20.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
20.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
20.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
20.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
20.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
19.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
19.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
19.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
19.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
19.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
19.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
19.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
19.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
19.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
19.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
19.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
19.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
19.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
19.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
19.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
19.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
19.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
19.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
19.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
19.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
19.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
18.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
18.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
18.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
18.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
18.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
18.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
18.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
18.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
18.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
18.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
18.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
18.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
18.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
18.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
18.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
18.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
18.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
18.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
18.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
18.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
18.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
18.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
18.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
18.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
18.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
17.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
17.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
17.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
17.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
17.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
17.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
17.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
17.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
17.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
17.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
17.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
17.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
17.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
17.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
17.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
17.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
17.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
17.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
17.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
16.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
16.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
16.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
16.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
16.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
16.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
16.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
16.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
16.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
16.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
16.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
16.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
16.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
16.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
16.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
16.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
16.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
16.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
16.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
15.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
15.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
15.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
15.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
15.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
15.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
15.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
15.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
15.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
15.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
15.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
15.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
15.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
15.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
15.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
15.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
15.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
14.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
14.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
14.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
14.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
14.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
14.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
14.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
14.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
14.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
14.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
14.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
14.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
14.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
14.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
14.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
14.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
13.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
13.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
13.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
13.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
13.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
13.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
13.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
13.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
13.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
13.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
13.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
13.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
13.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
13.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
13.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
13.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
13.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
13.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
13.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
12.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
12.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
12.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
12.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
12.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
12.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
12.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
12.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
12.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
12.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
12.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
12.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
12.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
12.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
12.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
11.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
11.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
11.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
11.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
11.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
11.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
11.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
11.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
11.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
11.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
11.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
11.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
11.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
11.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
11.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
11.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
11.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
11.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
11.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
11.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
11.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
10.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
10.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
10.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
10.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
10.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
10.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
10.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
10.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
10.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
10.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
10.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
10.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
10.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
10.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
10.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
10.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
10.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
10.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
10.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
10.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
10.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
10.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
10.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
10.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
10.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
9.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
9.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
9.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
9.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
9.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
9.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
9.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
9.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
9.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
9.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
9.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
9.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
9.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
9.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
9.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
9.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
9.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
9.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
9.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
9.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
9.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
9.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
9.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
9.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
9.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
9.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
9.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
9.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
9.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
8.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
8.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
8.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
8.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
8.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
8.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
8.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
8.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
8.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
8.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
8.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
8.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
8.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
8.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
8.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
8.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
8.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
8.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
8.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
8.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
8.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
8.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
8.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
8.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
8.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
8.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
8.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
7.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
7.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
7.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
7.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
7.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
7.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
7.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
7.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
7.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
7.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
7.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
7.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
7.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
7.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
7.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
7.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
7.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
7.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
7.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
7.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
7.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
7.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
6.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
6.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
6.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
6.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
6.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
6.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
6.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
6.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
6.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
6.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
6.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
6.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
6.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
6.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
6.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
6.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
6.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
6.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
6.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
6.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
6.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
6.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
6.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
6.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
6.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
6.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
6.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
5.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
5.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
5.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
5.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
5.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
5.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
5.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
5.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
5.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
5.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
5.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
5.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
5.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
5.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
5.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
5.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
5.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
5.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
5.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
5.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
5.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
5.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
5.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
4.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
4.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
4.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
4.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
4.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
4.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
4.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
4.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
4.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
4.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
4.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
3.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
3.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
3.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
3.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
3.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
3.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
3.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
3.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
3.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
3.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
3.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
3.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
3.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
3.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
3.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
2.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
2.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
2.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
2.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
2.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
2.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
2.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
1.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
1.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
1.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
1.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
1.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
1.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
1.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
1.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 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.
HOXD9 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
18.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
70.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
47.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
41.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
41.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
38.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
37.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
36.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
35.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
35.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
31.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
31.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
30.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
30.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
28.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
27.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
27.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
26.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
26.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
26.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
25.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
25.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
23.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
23.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
23.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
22.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
22.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
22.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
22.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
22.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
21.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
21.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
21.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
21.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
20.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
19.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
19.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
19.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
19.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
19.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
18.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
18.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
18.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
18.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
17.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
17.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
16.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
16.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
16.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
16.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
16.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
16.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
16.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
15.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
15.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
15.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
15.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
14.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
14.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
14.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
14.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
14.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
13.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
13.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
13.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
13.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
12.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
12.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
12.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
12.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
12.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
12.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
12.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
12.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
12.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
11.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
11.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
11.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
10.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
10.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
10.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
10.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
10.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
10.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
10.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
9.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
8.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
7.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
7.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
7.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
7.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
6.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
5.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
5.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
4.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
4.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
4.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
3.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
3.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
3.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
HOXD9 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
7.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
89.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
84.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
76.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
73.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
46.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
43.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
29.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
28.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
28.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
27.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
23.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
22.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
21.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
20.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
20.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
19.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
19.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
17.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
17.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
16.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
16.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
16.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
15.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
15.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
15.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
15.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
15.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
14.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
14.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
14.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
14.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
14.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
14.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
13.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
13.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
13.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
13.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
12.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
12.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
12.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
11.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
11.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
11.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
11.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
11.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
11.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
11.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
11.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
11.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
11.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
11.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
10.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
10.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
10.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
10.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
10.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
10.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
10.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
10.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
10.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
10.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
10.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
10.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
10.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
9.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
9.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
9.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
9.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
9.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
9.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
9.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
9.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
9.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
9.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
9.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
9.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
9.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
9.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
9.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
9.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
9.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
8.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
8.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
8.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
8.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
8.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
8.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
8.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
8.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
7.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
7.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
7.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
7.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
7.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
7.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
7.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
7.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
7.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
7.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
7.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
7.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
7.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
7.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
7.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
7.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
7.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
6.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
6.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
6.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
6.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
6.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
6.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
6.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
6.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
6.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
6.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
6.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
6.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
6.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
6.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
6.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
6.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
6.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
6.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
6.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
6.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
6.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
6.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
6.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
6.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
6.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
6.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
5.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
5.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
5.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
5.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
5.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
5.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
5.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
5.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
5.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
5.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
5.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
5.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
5.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
5.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
5.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
5.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
5.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
5.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
5.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
5.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
5.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
5.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
5.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
5.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
5.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
5.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
5.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
5.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
5.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
5.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
4.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
4.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
4.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
4.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
4.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
4.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
4.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
4.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
4.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
4.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
4.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
4.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
4.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
4.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
4.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
4.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
4.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
4.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
4.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
4.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
4.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
4.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
4.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
4.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
4.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
4.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
4.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
4.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
4.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
4.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
4.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
4.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
4.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
4.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
4.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
4.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
3.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
3.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
3.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
3.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
3.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
3.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
3.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
3.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
3.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
3.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
3.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
3.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
3.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
3.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
3.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
3.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
3.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
3.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
3.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
3.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
2.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
2.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
2.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
2.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
2.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
2.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
2.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
2.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
2.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
2.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
2.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
2.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
2.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
2.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
2.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
2.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
1.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
1.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
1.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
1.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
1.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
1.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
1.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
1.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
1.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
1.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
1.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
1.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
1.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
1.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
0.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
0.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
0.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
0.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
0.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
0.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
0.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
0.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
0.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
0.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
0.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
0.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
0.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
0.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
0.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
0.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
0.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
0.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
0.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 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
